{"id":"W7100148558","doi":"","title":"Teaching Methods IDENTIFIERS Exceptional Children (Journal); Teaching Exceptional","year":2016,"lang":"en","type":"article","venue":"","topic":"Education Discipline and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Ethnic group; Identifier; Cultural diversity; Content analysis; Field (mathematics)","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008955469,0.0001167124,0.0001381033,0.0001358602,0.002049605,0.0002016745,0.0003740892,0.00009481479,0.01064102],"category_scores_gemma":[0.001435789,0.00007905767,0.0001582721,0.00009114096,0.0002127039,0.001009329,0.00006675004,0.0003595266,0.000272636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002357545,"about_ca_system_score_gemma":0.0003417074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046512,"about_ca_topic_score_gemma":0.0002149031,"domain_scores_codex":[0.9966505,0.001788408,0.0003871587,0.0002551439,0.000567737,0.0003510286],"domain_scores_gemma":[0.9987893,0.0004877554,0.0001729988,0.0001687301,0.0001274893,0.0002537436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00000770914,0.0001991517,0.06719615,0.000002695669,0.00006681396,4.71228e-7,0.01813097,0.000001996816,0.003429052,0.4767196,0.07579442,0.3584509],"study_design_scores_gemma":[0.00091143,0.00005139503,0.3887214,0.00009587485,0.00005001853,0.00003098726,0.02529698,0.000009024677,0.0001797414,0.2118042,0.3721219,0.0007270022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5564291,0.00005310747,0.2191757,0.04023847,0.001640141,0.0001855893,0.00001142711,0.000176421,0.1820901],"genre_scores_gemma":[0.8709105,0.00004839739,0.05302064,0.0009034078,0.004142322,0.00001214321,0.00001045607,0.00001544132,0.07093671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.357724,"threshold_uncertainty_score":0.9992496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05890598862375985,"score_gpt":0.4777051773414004,"score_spread":0.4187991887176405,"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."}}