{"id":"W4413834370","doi":"10.22605/rrh10407","title":"Vale Jill Konkin","year":2025,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.000226829,0.00002789016,0.00007435591,0.0001183143,0.001128084,0.00007469714,0.0000508978,0.00003684935,0.00008331039],"category_scores_gemma":[0.00002061347,0.00003065774,0.0000215844,0.0001532052,0.00019467,0.0000444667,0.00001129547,0.00006538491,0.00002622575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003042062,"about_ca_system_score_gemma":0.0008269342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7793629,"about_ca_topic_score_gemma":0.8413646,"domain_scores_codex":[0.9995473,0.00005794638,0.00007539115,0.00006958378,0.00007549077,0.0001742573],"domain_scores_gemma":[0.9997702,0.0000160475,0.00002157041,0.00005059194,0.00001374119,0.000127807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003894426,0.000007597809,0.0001321428,0.0000595218,0.000004331686,0.000001836649,0.005188719,1.853675e-7,0.000004842812,0.06936904,0.09095571,0.8342721],"study_design_scores_gemma":[0.00006412359,0.000008758109,0.004416422,0.00003859982,0.000001685215,3.789832e-7,0.0009858251,0.000009310922,3.162453e-7,0.00406246,0.9903784,0.00003367551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1038485,0.0211162,0.0002340726,0.2479387,0.002870246,0.000494516,0.00002056729,0.0001895418,0.6232876],"genre_scores_gemma":[0.3495154,0.03250676,0.0006222787,0.0174759,0.0006590692,0.000001098487,0.00000765255,0.00001021485,0.5992017],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8994227,"threshold_uncertainty_score":0.8676421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009104644350862492,"score_gpt":0.2830980406446588,"score_spread":0.2739933962937963,"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."}}