{"id":"W7027395025","doi":"","title":"Changing behaviour, ‘more or less’: Investigating
\\nwhether there is a basis for designing different
\\ninterventions for implementation and deimplementation.","year":2016,"lang":"en","type":"dissertation","venue":"City Research Online (City University London)","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Health care; Behaviour change; Process (computing); Variety (cybernetics); Systematic review; Exploratory research; Triangulation; Work (physics); Behavior change","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004589302,0.0005514047,0.0007805846,0.001705051,0.006463171,0.0001230622,0.0008406549,0.0005334915,0.002313419],"category_scores_gemma":[0.00247835,0.000503071,0.0003107718,0.001121866,0.0003609539,0.0008266923,0.0004080744,0.001179291,0.00001482084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494258,"about_ca_system_score_gemma":0.002542067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004970004,"about_ca_topic_score_gemma":0.1237081,"domain_scores_codex":[0.992368,0.001780785,0.001266301,0.001233599,0.00119981,0.002151518],"domain_scores_gemma":[0.9883794,0.006714437,0.001110854,0.0005596474,0.002485541,0.0007501621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.004394146,0.0008558497,0.5779329,0.01487821,0.001054096,0.00002814764,0.2027456,0.000001678487,0.005490683,0.003838459,0.09981645,0.08896381],"study_design_scores_gemma":[0.01693287,0.001684368,0.2687617,0.00447569,0.0006326766,0.000004445626,0.6524596,0.0004055536,0.004227025,0.002977481,0.04578321,0.00165543],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488227,0.00003807534,0.01162895,0.01094788,0.0003964059,0.008897956,0.01892333,0.0001468498,0.0001978664],"genre_scores_gemma":[0.8057643,0.001000279,0.02656355,0.006422338,0.002381706,0.003126206,0.02297061,0.0005219323,0.1312491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.449714,"threshold_uncertainty_score":0.9997421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.600220171483322,"score_gpt":0.6375823512620086,"score_spread":0.03736217977868661,"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."}}