{"id":"W2220129144","doi":"10.3138/ptc.57.4.318","title":"The Complete Book of Personal Training<i>Douglas S. Brooks</i>","year":2005,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Training (meteorology); Computer science; Medical education; Physical medicine and rehabilitation; Artificial intelligence; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004617322,0.0009960647,0.0006186875,0.00153021,0.002655607,0.003535688,0.0008016553,0.001040399,0.1662975],"category_scores_gemma":[0.002731642,0.0003826713,0.0004399534,0.002309279,0.001027733,0.002117026,0.00120028,0.002460244,0.06951245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004174157,"about_ca_system_score_gemma":0.006437141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06802998,"about_ca_topic_score_gemma":0.237179,"domain_scores_codex":[0.9995341,0.00005039031,0.00001437706,0.00004408928,0.0003152739,0.00004173362],"domain_scores_gemma":[0.9983829,0.0003102007,0.00005348827,0.00008353526,0.0007601509,0.0004097763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003427713,0.000003395915,0.00002554126,0.00002756859,5.616043e-7,0.000006545872,0.00002695108,0.00001689221,0.00003528586,0.000969047,0.9855233,0.01336155],"study_design_scores_gemma":[8.024461e-7,0.000001587138,0.0001653357,0.00005837218,5.857919e-7,0.00001955975,0.00004332863,0.00001170499,0.00001673608,0.0004965491,0.9991836,0.000001833849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006055685,0.1128217,0.001630608,0.04854453,0.05089778,0.00006171723,0.001343455,0.0006685948,0.783426],"genre_scores_gemma":[0.001694936,0.01568942,0.0005783101,0.00434851,0.004529893,0.00001935459,0.0003385577,0.0002101347,0.9725909],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1662975,"threshold_uncertainty_score":0.5563204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143234197251883,"score_gpt":0.3154846240465629,"score_spread":0.294052282074044,"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."}}