{"id":"W4413100607","doi":"10.4103/cjrm.cjrm_32_25","title":"We’re recruiting","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Rural Medicine","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02447218,0.001133754,0.001170152,0.001430025,0.0194617,0.02137266,0.003022321,0.01115884,0.09049921],"category_scores_gemma":[0.09221707,0.001117593,0.001504883,0.001821261,0.01085524,0.02416701,0.01397563,0.02757257,0.0828951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004972634,"about_ca_system_score_gemma":0.0228183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005738636,"about_ca_topic_score_gemma":0.008864876,"domain_scores_codex":[0.941884,0.02506335,0.002088782,0.004612556,0.01847658,0.007874764],"domain_scores_gemma":[0.9123162,0.009102082,0.004278746,0.005384477,0.02434074,0.04457785],"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":[0.00002075858,0.0001056383,0.001158832,0.000270089,0.00001779418,0.0001506304,0.008920103,0.00002018319,0.0003022435,0.008545209,0.9323701,0.04811852],"study_design_scores_gemma":[0.00001424113,0.00006923518,0.000698584,0.0005233811,0.00001045855,0.0003302452,0.01168626,0.00002517752,0.0001198636,0.003137035,0.9833484,0.00003721056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005900165,0.007438926,0.006172494,0.8014172,0.05585423,0.0007457475,0.0002938283,0.00108346,0.121094],"genre_scores_gemma":[0.03595029,0.009224809,0.008085704,0.6901365,0.01210225,0.001028389,0.000484843,0.001315113,0.2416721],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9095008,"threshold_uncertainty_score":0.30275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584772255267202,"score_gpt":0.2445469021363653,"score_spread":0.2186991795836933,"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."}}