{"id":"W4391777517","doi":"10.1080/09687637.2024.2311835","title":"A qualitative exploration of the relevance of training provision in planning for implementation of managed alcohol programs within a third sector setting","year":2024,"lang":"en","type":"article","venue":"Drugs Education Prevention and Policy","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Chief Scientist Office, Scottish Government Health and Social Care Directorate; University of Stirling","keywords":"Relevance (law); Qualitative research; Training (meteorology); Medical education; Psychology; Public relations; Applied psychology; Business; Process management; Political science; Medicine; Sociology; Geography; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001368846,0.00006881428,0.0001927213,0.0001827578,0.0001245261,0.000008380179,0.00005135275,0.00006117178,0.000007382825],"category_scores_gemma":[0.0001838143,0.00005560326,0.00005273644,0.0004162417,0.00003764553,0.0002702892,0.00001907732,0.0001141049,2.929835e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005885471,"about_ca_system_score_gemma":0.0008157201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001066708,"about_ca_topic_score_gemma":0.0007458187,"domain_scores_codex":[0.9984623,0.0005431894,0.0006240791,0.000127338,0.0001273714,0.0001157017],"domain_scores_gemma":[0.998981,0.0002995396,0.0004824279,0.0000773856,0.0001391055,0.00002054362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001989461,0.00003821223,0.002569597,0.001623513,0.00001369923,9.729676e-9,0.835852,0.000005843541,0.0006672481,0.05442671,0.00001381633,0.1047694],"study_design_scores_gemma":[0.000410565,0.00007669186,0.007520432,0.002334601,0.00001928588,2.947643e-8,0.9570838,0.0001958974,0.0009503457,0.03110741,0.0002457224,0.00005520315],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958262,0.0002221172,0.000860434,0.000842672,0.0002520983,0.001646909,0.00001699863,0.00001598174,0.0003165886],"genre_scores_gemma":[0.9980465,0.00002217034,0.0008685272,0.00002161805,0.0001003706,0.0005154791,0.00005129274,0.00001090974,0.0003631058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1212318,"threshold_uncertainty_score":0.2267435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1635562406979828,"score_gpt":0.5637694190860822,"score_spread":0.4002131783880994,"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."}}