{"id":"W1520783532","doi":"","title":"Inclusion in Teacher Education - Are There Limits?","year":2014,"lang":"en","type":"article","venue":"","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Inclusion (mineral); Pedagogy; Mathematics education; Sociology; Psychology; Gender studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001314218,0.0000544782,0.00007350017,0.00006849784,0.0008062683,0.00003820288,0.000163955,0.00007066574,0.0005062357],"category_scores_gemma":[0.0004912647,0.00004477848,0.00001712819,0.0003047225,0.00004560042,0.0001081706,0.00023556,0.0001155767,0.00005795043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002275293,"about_ca_system_score_gemma":0.0001805314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008239008,"about_ca_topic_score_gemma":0.03439094,"domain_scores_codex":[0.9989259,0.0004856609,0.00009571043,0.0001312715,0.0002308884,0.0001305559],"domain_scores_gemma":[0.9996669,0.00006586779,0.00004790747,0.0001051964,0.00006388021,0.00005023196],"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":[0.0000142198,0.0005507421,0.1317425,0.000006968814,0.000001656315,4.210461e-7,0.06440894,0.00001073242,0.0008895752,0.1371705,0.01378523,0.6514185],"study_design_scores_gemma":[0.0002779309,0.00005356297,0.1289924,0.0001012446,0.000003546581,1.187133e-7,0.04299561,0.0004630759,0.0001768817,0.02911641,0.7975876,0.0002315785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5122944,0.00007463175,0.00008989797,0.006261283,0.000145149,0.00008155812,1.331177e-7,0.00004922299,0.4810037],"genre_scores_gemma":[0.9769046,0.00002068403,0.0002107111,0.0006563758,0.0002699951,0.000007372157,0.000001495219,0.000004949543,0.02192387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7838024,"threshold_uncertainty_score":0.9983652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892325689700441,"score_gpt":0.3327923180125774,"score_spread":0.3138690611155729,"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."}}