{"id":"W2604423945","doi":"10.1037/mot0000049","title":"Integrated regulation, behavior consistency, and physical activity maintenance.","year":2017,"lang":"en","type":"article","venue":"Motivation Science","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Consistency (knowledge bases); Risk analysis (engineering); Business; Computer science; Reliability engineering; Psychology; Engineering; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002675346,0.0003155996,0.0004589667,0.0007765134,0.0002684828,0.00132677,0.0004051591,0.0004933568,0.00204789],"category_scores_gemma":[0.008245341,0.0002758248,0.0003834584,0.0005228947,0.0004345872,0.0005869271,0.0007215167,0.001171145,0.0001607966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004104718,"about_ca_system_score_gemma":0.0005463861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001976728,"about_ca_topic_score_gemma":0.00236439,"domain_scores_codex":[0.9987018,0.0006026067,0.00005788768,0.0002314068,0.0003109269,0.00009533385],"domain_scores_gemma":[0.9970638,0.001284945,0.0007086728,0.0003481118,0.00027385,0.0003205881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002570038,0.008210773,0.6057184,0.0005563191,0.002579257,0.00007449681,0.001278449,0.003016249,0.01065444,0.01167785,0.002092553,0.3515711],"study_design_scores_gemma":[0.00008473179,0.000852903,0.9891312,0.00007848496,0.0003884604,0.00006970618,0.0001459726,0.002458955,0.0008507409,0.004926186,0.0009965501,0.000016066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734985,0.003937731,0.006716527,0.0007859783,0.00007156062,0.0001655417,0.0003480738,0.00005807615,0.01441808],"genre_scores_gemma":[0.9966269,0.0004408921,0.001888617,0.00009237547,0.00002552974,0.0001033572,0.0001487574,0.00001005735,0.0006634851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002675346,"threshold_uncertainty_score":0.01414871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1329011226804489,"score_gpt":0.4325040402699524,"score_spread":0.2996029175895035,"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."}}