{"id":"W2750223124","doi":"","title":"Effects of the quality of implementation intentions for physical activity on achieving weight loss","year":2015,"lang":"en","type":"article","venue":"","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University","funders":"","keywords":"Weight loss; Generosity; Gratitude; Overweight; Physical activity; Psychology; Population; Coding (social sciences); Social psychology; Obesity; Gerontology; Medicine; Applied psychology; Physical therapy; Mathematics; Political science; Statistics; Environmental health","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":[0.006967519,0.0004041456,0.0003380162,0.0003177059,0.0004183803,0.00104417,0.0004359563,0.0006123182,0.002701261],"category_scores_gemma":[0.03474654,0.0003433583,0.001027033,0.0003118448,0.0008175308,0.0006105056,0.0009522579,0.001996591,0.0002252458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006094391,"about_ca_system_score_gemma":0.001040982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004209063,"about_ca_topic_score_gemma":0.004568004,"domain_scores_codex":[0.9942079,0.003345581,0.0003473114,0.0003438617,0.001214244,0.0005411951],"domain_scores_gemma":[0.9632232,0.02288363,0.007784982,0.001671041,0.001455318,0.002981812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004090834,0.006494894,0.9250499,0.0001529487,0.0007130239,0.00003120895,0.001468658,0.0005177738,0.0006883833,0.0002863694,0.0002879224,0.0602181],"study_design_scores_gemma":[0.00007412445,0.003058163,0.9947615,0.00004946118,0.0001557585,0.00001406814,0.0005729789,0.0006594693,0.0002390506,0.0001460801,0.0002589858,0.00001037209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977195,0.0001461157,0.0003070716,0.0002403876,0.00002024779,0.00006018908,0.0000587084,0.00001115308,0.001436777],"genre_scores_gemma":[0.9987545,0.00009070834,0.0004226439,0.00006461246,0.000008217092,0.00007383058,0.00008096,0.000005327123,0.0004992436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006967519,"threshold_uncertainty_score":0.03684819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1986059124384551,"score_gpt":0.548424909956343,"score_spread":0.3498189975178879,"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."}}