{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"bcec86cd00b8","filters":{"venue":"Journal of Humanities & Social Sciences"}},"results":[{"id":"W4391054830","doi":"10.33140/jhss.06.10.05","title":"An Analysis of Primary Care Physician Accessibility and Medical Resource Distribution in Eastern Quebec: Utilizing an Enhanced Two-Step Floating Catchment Area (E2SFCA) Methodology","year":2023,"lang":"en","type":"article","venue":"Journal of Humanities & Social Sciences","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Catchment area; Workforce; Primary care; Population; Economic shortage; Identification (biology); Business; Resource (disambiguation); Rural area; Geography; Environmental planning; Medicine; Drainage basin; Environmental health; Family medicine; Political science; Computer science; Cartography","authors":[{"name":"Christian Simoneau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1954635339227437,"gpt":0.5067128175256421,"spread":0.3112492836028985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001211541,0.0002979383,0.0002111855,0.001593461,0.0005979845,0.0006416499,0.0006281254,0.0002568359,0.001717704],"category_scores_gemma":[0.004304848,0.00008668709,0.0003988131,0.002676552,0.0003404758,0.0002394973,0.0005360664,0.0002205754,0.00009206085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006970978,"about_ca_system_score_gemma":0.005412273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9602486,"about_ca_topic_score_gemma":0.956687,"domain_scores_codex":[0.9992381,0.0002403541,0.00004159767,0.0001246742,0.0002242161,0.000131067],"domain_scores_gemma":[0.9972293,0.0008078869,0.0004864027,0.0001078965,0.001161346,0.0002071897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009103588,0.00005577403,0.9750487,0.00004936595,0.0001350082,0.000184998,0.0005541303,0.004153487,0.000595768,0.0002931377,0.0007250808,0.0181136],"study_design_scores_gemma":[0.000006813619,0.00003875733,0.9917007,0.00001063189,0.00001370904,0.00003481458,0.000506978,0.007062346,0.0000751074,0.00002870414,0.0005149754,0.000006464325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935766,0.00009714612,0.002745954,0.00007581067,0.000003987685,0.0001244815,0.001898795,0.00001979745,0.001457394],"genre_scores_gemma":[0.9961081,0.00003136223,0.002327371,0.00002383647,0.000002694999,0.00006166398,0.0009069151,0.000003395341,0.0005346122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03975141,"threshold_uncertainty_score":0.07997096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}