{"id":"W4310154888","doi":"10.3390/mps5060094","title":"Physical Movement Habit Formation in Sedentary Office Workers: Protocol Paper","year":2022,"lang":"en","type":"article","venue":"Methods and Protocols","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Habit; Intervention (counseling); Office workers; Sedentary behavior; Population; Psychology; Sedentary lifestyle; Protocol (science); Physical activity; Cued speech; Test (biology); Movement (music); Physical therapy; Applied psychology; Gerontology; Medicine; Environmental health; Social psychology; Engineering; Psychiatry; Operations management; Alternative medicine","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":[0.02449442,0.003294922,0.003806315,0.002004079,0.005034565,0.002560143,0.002870342,0.004648251,0.09064066],"category_scores_gemma":[0.02355006,0.00302973,0.002904663,0.001712515,0.002004492,0.001836814,0.002421475,0.00617817,0.02094311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003288719,"about_ca_system_score_gemma":0.01716891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003178047,"about_ca_topic_score_gemma":0.00616737,"domain_scores_codex":[0.9904237,0.004325691,0.001815761,0.0009473148,0.001335517,0.001151955],"domain_scores_gemma":[0.9856537,0.003756696,0.00197538,0.002144984,0.004899506,0.001569769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.155513,0.1094648,0.007187875,0.07490722,0.0008928454,0.002036418,0.00777975,0.005555355,0.01879053,0.02200722,0.1466659,0.4491991],"study_design_scores_gemma":[0.1518057,0.07222486,0.02940781,0.02616766,0.0007595742,0.0007197096,0.004036399,0.003804598,0.01022295,0.01167426,0.6886404,0.0005361489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001181066,0.00009197932,0.001567784,0.00008242245,0.0001233114,0.9948221,0.0004793638,0.00004690023,0.001605061],"genre_scores_gemma":[0.0005263592,0.0001036137,0.00138565,0.00007033108,0.00001752157,0.9972612,0.00009206188,0.000002988291,0.000540189],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09064066,"threshold_uncertainty_score":0.3032233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1232224863071927,"score_gpt":0.5430636624392218,"score_spread":0.419841176132029,"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."}}