{"id":"W3154919715","doi":"10.1123/kr.2021-0008","title":"Unexpected Careers: My Environment Made Me Do Them","year":2021,"lang":"en","type":"article","venue":"Kinesiology Review","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kinesiology; Work (physics); Public relations; Physical education; Pedagogy; Psychology; Sociology; Physical activity; Career development; Field (mathematics); Medical education; Engineering ethics; Political science; Medicine; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001139035,0.0001297354,0.0007116565,0.00001178556,0.00004443561,0.000002436425,0.00006644103,0.00009251828,0.002077771],"category_scores_gemma":[0.0001153851,0.00009403819,0.0001392007,0.0001151104,0.00007029685,0.0000276085,0.00006419532,0.0002469829,0.001027932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005758398,"about_ca_system_score_gemma":0.0001022464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006272008,"about_ca_topic_score_gemma":0.000001029603,"domain_scores_codex":[0.9989426,0.000169689,0.0002353839,0.0003039849,0.0001140349,0.0002343824],"domain_scores_gemma":[0.9992689,0.00009510516,0.00006858153,0.0003966872,0.00003392742,0.0001367901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004848108,0.009446862,0.03274788,0.07882093,0.001278379,0.002660966,0.001107208,0.000004582181,0.3820642,0.026235,0.1828509,0.2822983],"study_design_scores_gemma":[0.001027466,0.0004407186,0.03787621,0.004352653,0.0005030275,0.0003326611,0.00005240935,0.000006635319,0.002626241,0.001775677,0.9507234,0.0002829814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3247317,0.569048,0.0001389934,0.0918588,0.0004152993,0.001426792,0.00002880985,0.0001828364,0.01216872],"genre_scores_gemma":[0.5547583,0.4152688,0.001001243,0.02563824,0.0006413526,0.0001288758,0.0002300246,0.00003607105,0.002297188],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7678724,"threshold_uncertainty_score":0.9997499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07049171407879143,"score_gpt":0.3225247256043293,"score_spread":0.2520330115255379,"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."}}