{"id":"W3184702516","doi":"10.25316/ir-15325","title":"Living into our values and vision : courageous, compassionate, principled leadership within Ontario midwifery","year":2020,"lang":"en","type":"article","venue":"VIURRSpace (Vancouver Island University)","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public relations; Psychology; Sociology; Nursing; Political science; Medicine","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"],"consensus_categories":[],"category_scores_codex":[0.000320369,0.000323569,0.0003494795,0.0002814593,0.0006359869,0.0001570789,0.0003119645,0.0002049417,0.00007860284],"category_scores_gemma":[0.0001694641,0.0003377468,0.00008962447,0.0004958486,0.0001260006,0.0009618237,0.00006184828,0.0006687693,0.00003906349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004710946,"about_ca_system_score_gemma":0.0002771127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003478192,"about_ca_topic_score_gemma":0.02115112,"domain_scores_codex":[0.9979901,0.0003509205,0.0002007342,0.0006260191,0.0003950859,0.0004371114],"domain_scores_gemma":[0.9986746,0.0002969817,0.0002463796,0.0002830958,0.0001355388,0.0003634212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003060088,0.0006150058,0.0131611,0.0006193568,0.0002004353,0.0001754318,0.3916282,0.0007157986,0.002416685,0.0004225453,0.5851249,0.001860551],"study_design_scores_gemma":[0.00353195,0.00122457,0.01538813,0.001171147,0.0005601068,0.00003824133,0.4164912,0.002461983,0.000853836,0.0004387746,0.5563245,0.001515515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7125666,0.001127772,0.003905342,0.177238,0.01737881,0.00194048,0.0000263148,0.001495757,0.08432096],"genre_scores_gemma":[0.9555221,0.00001122199,0.001211457,0.00131052,0.0003251612,7.150115e-7,0.00000218182,0.00004268075,0.04157393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2429556,"threshold_uncertainty_score":0.9999074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03062006893259923,"score_gpt":0.2640318046721437,"score_spread":0.2334117357395445,"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."}}