{"id":"W1878539635","doi":"10.3968/5817","title":"A Construction of Butterfly Pedigree of Sports Law","year":2014,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Winter Sports Injuries and Performance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Viewpoints; Rationality; Property (philosophy); Foundation (evidence); Construct (python library); Law; Butterfly; Sociology; Political science; Epistemology; Computer science; Economics; Philosophy; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007883027,0.00005467699,0.0003576207,0.00008199139,0.00004812266,2.106968e-7,0.0001043747,0.0000385031,0.0000136224],"category_scores_gemma":[0.0001344559,0.00004213511,0.00003484163,0.0001493949,0.05129638,0.00004788857,0.00008121645,0.00007705633,2.81439e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001771505,"about_ca_system_score_gemma":0.0000660239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002498704,"about_ca_topic_score_gemma":0.000006562681,"domain_scores_codex":[0.9992229,0.00001010085,0.0003266771,0.00013489,0.0001726887,0.000132685],"domain_scores_gemma":[0.999332,0.00005401801,0.0002198243,0.0001594959,0.0002164918,0.00001817766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001464085,0.00006679953,0.8625445,0.0004950194,0.0000407096,0.000003307678,0.04975321,0.000009418347,0.005677945,0.07620224,0.0002332424,0.00482715],"study_design_scores_gemma":[0.001781869,0.00214177,0.8227322,0.001113016,0.00008769744,0.00009496979,0.09086642,0.0001310844,0.04817061,0.03152074,0.001139563,0.0002201046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992595,0.0004033424,0.00002279726,0.0003220243,0.0005054065,0.000063192,0.000001729937,0.00000388911,0.006082643],"genre_scores_gemma":[0.9975176,0.0002376109,0.002063263,0.00009937591,0.00004588736,0.000001778288,2.768449e-7,0.000001721425,0.00003251969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05124825,"threshold_uncertainty_score":0.9512855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02988533294428068,"score_gpt":0.3552613613362353,"score_spread":0.3253760283919546,"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."}}