{"id":"W3122974512","doi":"10.18235/0010970","title":"Does It Matter How People Speak?","year":2006,"lang":"en","type":"preprint","venue":"","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Earnings; Set (abstract data type); Function (biology); Quality (philosophy); Key (lock); Identification (biology); Process (computing); Language acquisition; Outcome (game theory); Social capital; Cultural capital; Psychology; Social psychology; Sociology; Economics; Computer science; Social science; Microeconomics; Accounting; Epistemology; Mathematics education; Computer security","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":[],"consensus_categories":[],"category_scores_codex":[0.001278764,0.0001818393,0.0005449672,0.0006420767,0.001284563,0.003835565,0.000404759,0.00113144,0.009951417],"category_scores_gemma":[0.01010669,0.0001543154,0.0001973101,0.001699272,0.003387012,0.002502542,0.0006032294,0.001025932,0.002605954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001420099,"about_ca_system_score_gemma":0.001112467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07319957,"about_ca_topic_score_gemma":0.09925882,"domain_scores_codex":[0.9981749,0.0005177924,0.000102508,0.0004298422,0.0003405288,0.0004344574],"domain_scores_gemma":[0.99331,0.002820319,0.001839723,0.0003455729,0.0007213238,0.0009630317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003545893,0.0002002295,0.8265229,0.0003889098,0.0003791283,0.0007069148,0.05090441,0.0002317875,0.001254148,0.01433405,0.02100832,0.08371463],"study_design_scores_gemma":[0.00004520479,0.0001249242,0.8842639,0.0002674912,0.0001670202,0.0005204154,0.0645653,0.0002888598,0.0004143652,0.01716031,0.03212122,0.00006108956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8827057,0.006444901,0.001100108,0.04241401,0.0006312086,0.00002698979,0.001365564,0.00002928627,0.06528217],"genre_scores_gemma":[0.9891701,0.001853498,0.000125809,0.002226196,0.0002772302,0.00001306152,0.0002303014,0.00002089041,0.0060828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07319957,"threshold_uncertainty_score":0.145547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05066034238109401,"score_gpt":0.4342174367480509,"score_spread":0.3835570943669568,"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."}}