{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004422513,0.00009236487,0.0002537705,0.00002043072,0.00002937146,0.00001676217,0.00007326855,0.00004884699,0.000124457],"category_scores_gemma":[0.0001775262,0.00004862064,0.00004902992,0.00006452987,0.0003515773,0.00007342873,0.00008591188,0.0001087474,0.00001254261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001987319,"about_ca_system_score_gemma":0.000113675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004391246,"about_ca_topic_score_gemma":0.0002182581,"domain_scores_codex":[0.9991353,0.00003361849,0.0001823341,0.0001463286,0.0003101128,0.0001923421],"domain_scores_gemma":[0.9994864,0.00006180469,0.00002473421,0.0002091355,0.00006700144,0.0001509305],"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":[0.005646538,0.001805594,0.1833774,0.0008433942,0.0007324086,0.00006087237,0.009687666,0.00001206062,0.007907538,0.1368956,0.5782971,0.07473386],"study_design_scores_gemma":[0.2139846,0.01228026,0.05423534,0.001277597,0.004642327,0.0004915011,0.06609906,0.04319403,0.1070629,0.05230006,0.441417,0.003015413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9297672,0.000877315,0.000552342,0.006576681,0.0000467202,0.0004436042,0.000005060954,0.00003527062,0.06169583],"genre_scores_gemma":[0.9918119,0.00001648785,0.0002584495,0.0006522511,0.00003696118,0.0000133649,0.000005898197,0.00000890292,0.007195805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.208338,"threshold_uncertainty_score":0.1982692,"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."}}