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fader","pairs":48676,"next_shares":[0.0992480894,0.1705152437,0.2032213,0.2092406936,0.0567630865,0.2610115868],"repeat_share":0.2610115868,"overall_share":0.0756751101}]},"classifier":{"section_km":[5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,2.1950000000000003],"clip_lo":[-34.654835,-32.246911,-29.447571,-25.555809,-21.665727,-14.586014,-11.248518,-13.39733,-24.798485],"clip_hi":[15.730406,13.298731,13.338911,20.771923,34.04332,43.99425,62.092658,73.352926,81.844756],"weights":[1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.66257075],"centroids":[[0.089495,-0.60635,-0.970843,-0.496337,0.169583,0.299668,0.881271,1.35752,-1.1654],[-4.067617,-4.577502,-4.387047,-3.299134,-1.331038,0.793653,4.872731,9.125481,4.312621],[-8.772545,-9.335544,-8.868019,-7.296762,-3.980935,1.015754,10.377914,20.147053,10.098729],[-13.07559,-10.827309,-8.173652,-2.876317,4.690494,7.845983,11.195328,10.109537,1.504338],[-16.397636,-16.93493,-16.176372,-14.001182,-9.04211,0.088792,18.456839,40.769308,19.000579],[-18.305665,-17.507992,-15.316587,-9.985816,0.617189,12.329843,22.764479,21.137244,6.020711]],"names":["Metronome","Gentle fader","Late fader","Early drifter","Cliff","Fast-start fader"],"rule":"r_i = 100*(section pace / whole-race average pace - 1); x_i = clip(r_i, lo_i, hi_i) * sqrt(km_i / 5); archetype = nearest centroid"},"method":"Relative pace compares each recorded section with the same finish's whole-race average pace. Profiles are clipped at the 0.1st and 99.9th percentiles, weighted by section length and grouped by k-means into six landmarks, then named by rules: least late slowing is the Metronome, the next is the Gentle fader, and within the two stronger pairs the one that slows earlier is the Early drifter or Fast-start fader. Left out of these shape statistics: 15 editions whose first 5 km appears to include start delay. Repeat pairs use screened identity candidates with one finish in each of two years at most three years apart; they are not verified people."}