{"id":"W2029729941","doi":"10.1348/000712609x466379","title":"Applying test operating characteristics to measures of exercise motivation: A primer","year":2009,"lang":"en","type":"article","venue":"British Journal of Psychology","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Mental Health & Substance Use Services","funders":"Kwantlen Polytechnic University","keywords":"Psychology; Test (biology); Set (abstract data type); Applied psychology; Intervention (counseling); Physical activity; Clinical psychology; Physical therapy; Medicine; Computer science; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.04693246,0.00244708,0.001482446,0.01025582,0.0009041383,0.004046226,0.002708548,0.005240567,0.002826741],"category_scores_gemma":[0.1003572,0.002015535,0.002326143,0.007034305,0.006890359,0.00545643,0.002448687,0.00918534,0.001960269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002719968,"about_ca_system_score_gemma":0.002621087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002006957,"about_ca_topic_score_gemma":0.001155576,"domain_scores_codex":[0.9526804,0.03061094,0.006456804,0.001799891,0.007849968,0.0006020054],"domain_scores_gemma":[0.8620403,0.1238833,0.005443058,0.002686681,0.005380534,0.0005660926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001373144,0.000505912,0.01033183,0.004710863,0.0001463825,0.0008405377,0.004246195,0.004742343,0.003917544,0.400157,0.02911081,0.5411532],"study_design_scores_gemma":[0.00007240634,0.001713892,0.01471423,0.006751544,0.00008072321,0.004275706,0.001842437,0.01974679,0.006502091,0.3866274,0.5572891,0.0003836371],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003641475,0.04150577,0.9269598,0.01069083,0.001133436,0.002369147,0.0007056172,0.0007492487,0.01224462],"genre_scores_gemma":[0.02454302,0.0306542,0.9284612,0.002726763,0.001119681,0.008022175,0.0004660928,0.0003787342,0.003628221],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04693246,"threshold_uncertainty_score":0.2482055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001683221015226,"score_gpt":0.4089074802277868,"score_spread":0.3087391581262642,"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."}}