{"id":"W7095415200","doi":"","title":"© by CJEAP and the author(s). A TALE OF TWO PROVINCES: WHO MAKES STRONGER VERTICAL EQUITY EFFORTS?","year":2015,"lang":"en","type":"article","venue":"","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Equity (law); Horizontal and vertical; Educational equity; Test (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001189,0.0003535163,0.0003222186,0.001146759,0.003742801,0.006034208,0.0008078784,0.001937794,0.3139336],"category_scores_gemma":[0.007791046,0.0003445466,0.0002168331,0.002358893,0.002503936,0.001234703,0.001501821,0.001375475,0.08405926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005503349,"about_ca_system_score_gemma":0.02116704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3942649,"about_ca_topic_score_gemma":0.5231255,"domain_scores_codex":[0.9988101,0.00008069701,0.00006784012,0.0002225536,0.0005468683,0.0002719203],"domain_scores_gemma":[0.9962923,0.0004073397,0.0002692314,0.0002811392,0.001681883,0.001068115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002205193,0.00001394806,0.001692951,0.0001012697,0.000005133501,0.0001578935,0.0002029287,0.0000372694,0.0002185255,0.003530991,0.9344274,0.05958961],"study_design_scores_gemma":[0.000005849115,0.000004451228,0.005101132,0.0001328773,0.000002911696,0.0001615454,0.0006217752,0.00006761601,0.0001226619,0.0003502172,0.9934203,0.000008646253],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009088427,0.01054896,0.0007500384,0.1077456,0.03830787,0.0001279546,0.006316122,0.0008856549,0.8262294],"genre_scores_gemma":[0.04098917,0.006288686,0.001415082,0.007738821,0.001200042,0.00005642165,0.00237193,0.0003474852,0.9395924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3942649,"threshold_uncertainty_score":0.9785905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03318521562201687,"score_gpt":0.3364734275248098,"score_spread":0.3032882119027929,"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."}}