{"id":"W2146622124","doi":"10.5206/eei.v17i3.7608","title":"Assessing Without Labels:Culturally Defined Inclusive Education","year":2007,"lang":"en","type":"article","venue":"Exceptionality Education International","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Diversity (politics); Parallels; Context (archaeology); Cultural diversity; Inclusion (mineral); Sociology; Pedagogy; Relevance (law); Perspective (graphical); Preference; Psychology; Social science; Political science; Geography; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002090817,0.000171972,0.0001372039,0.0002352078,0.0007892173,0.0005058471,0.0004696953,0.0001332837,0.005814556],"category_scores_gemma":[0.001233903,0.0001880003,0.0001121311,0.0003835274,0.0003186689,0.001385454,0.00006675426,0.0001857633,0.00047418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001834355,"about_ca_system_score_gemma":0.004699938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002851163,"about_ca_topic_score_gemma":0.002090613,"domain_scores_codex":[0.9974223,0.0002059675,0.0005524347,0.0004169575,0.001072548,0.0003298163],"domain_scores_gemma":[0.9974236,0.0002189269,0.0002832916,0.0002402298,0.001539071,0.0002948942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003102706,0.002485504,0.2882406,0.00001558546,0.00005210277,1.509388e-7,0.01694938,0.000008189919,0.00053005,0.5147752,0.04151245,0.1353997],"study_design_scores_gemma":[0.0001727043,0.00001031183,0.4300127,0.00004532036,0.00001371014,0.00000391266,0.03780225,0.000003969252,0.00007377165,0.02369421,0.5079277,0.0002394809],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6824836,0.00004864946,0.001729831,0.04951164,0.009054676,0.000415939,0.000009825424,0.0001533728,0.2565925],"genre_scores_gemma":[0.9536685,0.00002487083,0.005710882,0.003814311,0.005505226,0.0001111728,0.0005700885,0.00001591243,0.03057899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.491081,"threshold_uncertainty_score":0.9950942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04305586632224182,"score_gpt":0.4501579007937484,"score_spread":0.4071020344715066,"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."}}