{"id":"W2955790707","doi":"10.1016/j.psychsport.2019.101557","title":"Temporal sequencing of physical activity change constructs within the transtheoretical model","year":2019,"lang":"en","type":"article","venue":"Psychology of sport and exercise","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"National Cancer Institute; Centers for Disease Control and Prevention","keywords":"Structural equation modeling; Transtheoretical model; Psychology; Cognition; Developmental psychology; Behavior change; Social psychology; Statistics; Mathematics","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":[0.003112542,0.0003844684,0.0004172106,0.001097907,0.0006068459,0.001597199,0.0005072126,0.0005263953,0.003853192],"category_scores_gemma":[0.007940368,0.0004145277,0.0009455573,0.0008887,0.0008451291,0.001772985,0.0008491538,0.001423556,0.0003548962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001771867,"about_ca_system_score_gemma":0.003680126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005933499,"about_ca_topic_score_gemma":0.008735716,"domain_scores_codex":[0.9977475,0.001392373,0.00009070274,0.0002951824,0.0003712777,0.000102804],"domain_scores_gemma":[0.9964606,0.00222128,0.0003113041,0.0002380906,0.0006378161,0.0001309445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00216253,0.00348279,0.1091997,0.001045429,0.0006193839,0.0002125812,0.01089183,0.04058871,0.009063453,0.4932923,0.00162091,0.3278204],"study_design_scores_gemma":[0.0004428645,0.004959431,0.1817571,0.0007034646,0.0008362833,0.0007391715,0.007859129,0.2661924,0.006283797,0.515945,0.0140965,0.000184765],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4032897,0.0007885841,0.5432751,0.001905158,0.0001624017,0.001342232,0.000555673,0.0004732719,0.04820789],"genre_scores_gemma":[0.9194238,0.0002738645,0.07768902,0.0001321393,0.00001017889,0.0009309031,0.000234337,0.00003209068,0.001273702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005933499,"threshold_uncertainty_score":0.0164609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07965970981121667,"score_gpt":0.3875163470387434,"score_spread":0.3078566372275267,"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."}}