{"id":"W2014848111","doi":"10.5688/aj740474","title":"Job Location Decisions of Pharmacy Graduates in British Columbia","year":2010,"lang":"en","type":"article","venue":"American Journal of Pharmaceutical Education","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; University of British Columbia","keywords":"Pharmacy; Geography; Rural area; Socioeconomics; Medicine; Nursing; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001345621,0.0001027964,0.0004362989,0.0001752113,0.0002014282,0.00002640111,0.0003244343,0.00006640286,0.001150243],"category_scores_gemma":[0.001756536,0.0001388623,0.00007840172,0.001086192,0.0003310392,0.0002748474,0.00004514467,0.001440393,0.00004009138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001959825,"about_ca_system_score_gemma":0.002324592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02572907,"about_ca_topic_score_gemma":0.01959339,"domain_scores_codex":[0.9970396,0.0005270104,0.001415298,0.0001748478,0.0003998214,0.0004434411],"domain_scores_gemma":[0.9959904,0.001067153,0.001048694,0.0001864286,0.001243544,0.0004637677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000866778,0.0004733872,0.6071604,0.000071346,0.00001317932,0.000004017817,0.0009446344,0.000008019951,0.001815891,0.0001585087,0.008903997,0.3803599],"study_design_scores_gemma":[0.003411222,0.0004714028,0.8494355,0.002276509,0.0001562374,0.0002234674,0.0224117,0.0006580435,0.0004562545,0.00389542,0.1162125,0.0003917318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927365,0.000465228,0.0001163789,0.002874895,0.002500097,0.0004183575,0.000007101737,0.00001458881,0.000866855],"genre_scores_gemma":[0.9931702,0.0006987569,0.00383398,0.001478279,0.0004938122,0.00002832547,0.000006235265,0.00002265017,0.0002677437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3799682,"threshold_uncertainty_score":0.9997628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05590247328503102,"score_gpt":0.5034690997318231,"score_spread":0.4475666264467921,"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."}}