{"id":"W6908959584","doi":"10.35010/ecuad:15110","title":"Adoption + Adaptation In Performance Cycling","year":2019,"lang":"en","type":"article","venue":"Emily Carr University of Art and Design Repository","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Journaling file system; Mindset; Adaptability; Frame (networking); Adaptation (eye); Exploratory research; Perspective (graphical); Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001365266,0.00004997033,0.00007964944,0.0002681808,0.00007079562,0.000009773241,0.0001373273,0.00006062141,0.000002912604],"category_scores_gemma":[0.000003228107,0.00006163642,0.00001489603,0.00021625,0.00003997713,0.0005932233,0.00004894957,0.0001055899,0.00001541179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000459643,"about_ca_system_score_gemma":0.00002720773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002479418,"about_ca_topic_score_gemma":0.000003362065,"domain_scores_codex":[0.9995624,0.0000387785,0.00008510909,0.0001583622,0.0000815613,0.00007373852],"domain_scores_gemma":[0.9996581,0.00003423777,0.00008762951,0.0001363988,0.00007211063,0.00001149754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004865214,0.000142096,0.1776976,0.0001801866,0.00007875246,0.0001263291,0.01889888,0.01292214,0.7432001,0.02048884,0.003216118,0.02256245],"study_design_scores_gemma":[0.002044973,0.0009730853,0.320566,0.0003708859,0.00002015328,0.00009718149,0.004740187,0.5335345,0.1337072,0.0006059164,0.002794211,0.0005456801],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.807716,0.00002106708,0.1863027,0.00003462097,0.0001788328,0.0000891044,6.908203e-8,0.00003894165,0.005618655],"genre_scores_gemma":[0.9848191,0.00002283266,0.01447159,0.0000132279,0.000007417278,1.350141e-7,7.266862e-7,0.000001715364,0.0006633076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.609493,"threshold_uncertainty_score":0.251346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244224353704115,"score_gpt":0.1924796858174252,"score_spread":0.180037442280384,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}