{"id":"W3083052914","doi":"10.1007/s10459-020-09985-8","title":"Mixed methods, crimes, and misdemeanours","year":2020,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"MEDLINE; Political science; Law","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":[0.00658671,0.0001295728,0.0002637828,0.000212464,0.001184769,0.00001976596,0.0003276583,0.00005576192,0.0002047324],"category_scores_gemma":[0.003302349,0.0001187223,0.00001498836,0.001332543,0.0003291979,0.0009831913,0.00008682891,0.0003483346,0.00008776918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257936,"about_ca_system_score_gemma":0.005085465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000951264,"about_ca_topic_score_gemma":0.0005335869,"domain_scores_codex":[0.9950818,0.002112256,0.001061572,0.0005653643,0.0003615545,0.0008174449],"domain_scores_gemma":[0.9963121,0.002255914,0.0005609129,0.0001593826,0.0001135505,0.0005980898],"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":[0.00002121903,0.00004983582,0.1711562,0.001807619,0.000001387142,2.552766e-7,0.0597311,0.00008890802,0.0001369629,0.05327077,0.02224698,0.6914887],"study_design_scores_gemma":[0.0003929792,0.0002531841,0.06570541,0.0002123088,0.000001752721,0.000001742715,0.04111919,0.00111265,0.00004152756,0.008028741,0.8829366,0.0001939447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2002637,0.02302476,0.02690969,0.7134237,0.008378512,0.004698122,0.0000317864,0.0002879234,0.02298177],"genre_scores_gemma":[0.4089024,0.006894844,0.3241003,0.2586725,0.0006598919,0.0005096364,0.00000764325,0.00002005801,0.0002327269],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8606896,"threshold_uncertainty_score":0.9112405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5522658484980102,"score_gpt":0.7362262338530294,"score_spread":0.1839603853550192,"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."}}