{"id":"W4306896886","doi":"10.2196/preprints.43411","title":"Motivational Profiles and Associations With Physical Activity Before, During, and After the COVID-19 Pandemic: Retrospective Study (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Self-determination theory; Pandemic; Autonomy; Competence (human resources); Coronavirus disease 2019 (COVID-19); Intrinsic motivation; Psychology; Physical activity; Gerontology; Medicine; Social psychology; Clinical psychology; Disease; Physical therapy; Political science; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007003967,0.0001761989,0.00024141,0.0007840942,0.0006135017,0.0007428972,0.0002432382,0.000525018,0.003403874],"category_scores_gemma":[0.002376619,0.0003324841,0.0004694748,0.001116225,0.0002184169,0.0005999609,0.0004944404,0.0006357706,0.001188418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003076093,"about_ca_system_score_gemma":0.0004414351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008403265,"about_ca_topic_score_gemma":0.009288777,"domain_scores_codex":[0.9996501,0.00008863716,0.00006450736,0.00007313511,0.00004954675,0.00007407727],"domain_scores_gemma":[0.9987974,0.0002269806,0.0004134431,0.00009472669,0.0002109038,0.0002566431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001550205,0.0001471928,0.995124,0.00005540214,0.00003938376,0.00005612437,0.0005586186,0.00001916854,0.0001234982,0.00005152846,0.001617477,0.002052458],"study_design_scores_gemma":[0.000005873721,0.0002066802,0.9975757,0.0000284536,0.00001960611,0.0001097471,0.0009363511,0.0000394794,0.00004898786,0.0000187215,0.001002231,0.000008111805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927121,0.0003939163,0.0001189475,0.0001665463,0.00003472975,0.00009413017,0.005320247,0.000006509578,0.001153007],"genre_scores_gemma":[0.9924141,0.0005164979,0.0002265406,0.0001951571,0.00005394899,0.000183557,0.004720822,0.000008623166,0.001680752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008403265,"threshold_uncertainty_score":0.01670873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07018288859562054,"score_gpt":0.4139155568162753,"score_spread":0.3437326682206547,"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."}}