{"id":"W3003662341","doi":"10.15171/hpp.2020.14","title":"Evaluation of a cognitive affective model of physical activity behavior","year":2020,"lang":"en","type":"article","venue":"Health Promotion Perspectives","topic":"Physical Activity and Health","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Affect (linguistics); Arousal; Cognition; Physical activity; Psychology; Medicine; Clinical psychology; Physical therapy; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006524504,0.0001413462,0.0006231976,0.00008485722,0.00007568877,0.000002635957,0.00003880961,0.00006114654,0.00002764898],"category_scores_gemma":[0.0008016654,0.0001291956,0.0001601773,0.0003677462,0.0001736079,0.0002145747,0.00002759118,0.0003142002,0.000005451827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003369137,"about_ca_system_score_gemma":0.001165905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000746191,"about_ca_topic_score_gemma":0.000007665094,"domain_scores_codex":[0.997856,0.0005076994,0.0001929137,0.000359827,0.0008764456,0.0002071042],"domain_scores_gemma":[0.9979287,0.0001399909,0.0003320699,0.0001180133,0.001239378,0.0002417856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003328424,0.09557579,0.0022186,0.004537675,0.0005264272,0.000003910316,0.3816614,0.0006897136,0.1819501,0.009443494,0.00009601848,0.3199685],"study_design_scores_gemma":[0.008184009,0.02800072,0.1973948,0.001460759,0.00120822,0.000008259806,0.01334553,0.6467535,0.09958758,0.003731571,8.218103e-7,0.0003242064],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877217,0.00009375168,0.004077487,0.004928899,0.00001355104,0.002203582,0.0001026145,0.00004386032,0.0008145603],"genre_scores_gemma":[0.9994619,0.00003736951,0.0001479954,0.00005929646,0.0001199889,0.0001406996,0.00001158174,0.00001591997,0.000005247831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6460638,"threshold_uncertainty_score":0.5268442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2512902680053299,"score_gpt":0.4697130829727692,"score_spread":0.2184228149674393,"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."}}