{"id":"W2036777809","doi":"10.12927/cjnl.2012.22812","title":"British Columbia: Improving Retention and Recruitment in Smaller Communities","year":2012,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Staffing; General partnership; Christian ministry; Nursing; Unit (ring theory); Work (physics); Health authority; Political science; Medicine; Psychology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001291707,0.0001094656,0.0002466347,0.00006016955,0.0006691825,0.00005688775,0.0001100432,0.000287698,0.0007371699],"category_scores_gemma":[0.00009075055,0.0001722945,0.00002821933,0.0001736546,0.0001726993,0.0002971674,0.00003823821,0.000838819,0.00004181873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006302964,"about_ca_system_score_gemma":0.00006594021,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05455304,"about_ca_topic_score_gemma":0.1198649,"domain_scores_codex":[0.9972167,0.0008745013,0.0004453986,0.0001578195,0.000188983,0.001116598],"domain_scores_gemma":[0.9990304,0.0003176075,0.0001490355,0.0002320251,0.00005999015,0.0002110167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003929732,0.0001524209,0.8156068,0.0007497576,0.000006722047,0.000003506159,0.05668231,8.093469e-7,0.00003192017,0.0002376544,0.01405976,0.112429],"study_design_scores_gemma":[0.0009752413,0.0000832301,0.6619915,0.007445903,0.00002009046,0.00001591617,0.3202054,0.00009546424,0.000002393444,0.0004841794,0.008451036,0.0002295983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799688,0.004729675,0.00002497615,0.002222966,0.001330488,0.001265343,0.00000391045,0.000140609,0.01031325],"genre_scores_gemma":[0.9916378,0.0001007935,0.0007967622,0.001273784,0.0003017093,0.000168368,0.00002715232,0.00003232569,0.005661257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2635231,"threshold_uncertainty_score":0.9517428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5013411402161294,"score_gpt":0.4335721141835677,"score_spread":0.06776902603256174,"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."}}