{"id":"W1582915330","doi":"10.20355/c5g59s","title":"From Segregation to Equalization: The Polish Perspective","year":2007,"lang":"en","type":"article","venue":"Journal of Contemporary Issues in Education","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Legislation; Special education; Norm (philosophy); Underpinning; Perspective (graphical); Political science; Pedagogy; Postsecondary education; Psychology; Economic growth; Medical education; Higher education; Medicine; Law; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003102351,0.00006173504,0.0001193196,0.0002178405,0.000264679,0.00009049713,0.0002221196,0.00005406036,0.00005785156],"category_scores_gemma":[0.001487372,0.00004726465,0.00003493404,0.0006730671,0.00006151056,0.0006271108,0.00002093716,0.0001668998,0.000006767641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007587348,"about_ca_system_score_gemma":0.001233311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01520456,"about_ca_topic_score_gemma":0.003521116,"domain_scores_codex":[0.9985914,0.0004446618,0.0003730103,0.00008716208,0.0004005161,0.0001032378],"domain_scores_gemma":[0.9983607,0.0002908344,0.0003248361,0.0000986863,0.0008434094,0.00008154738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001375912,0.0002482008,0.01642968,0.000001929994,0.00001507912,0.000002969662,0.7968878,0.00002824037,0.0004652537,0.1195069,0.04733556,0.01894088],"study_design_scores_gemma":[0.0001808404,0.00008691096,0.02387967,0.0001230975,0.000005723665,9.108876e-7,0.529456,0.000005093331,0.0003468928,0.04226565,0.4035646,0.00008455454],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.829441,0.004658019,0.001784384,0.07999702,0.002860428,0.0003257897,0.000002424208,0.00001645112,0.08091448],"genre_scores_gemma":[0.9949887,0.00007748693,0.0007061529,0.0007104628,0.002312001,0.000001817041,0.000003287069,0.000005411548,0.001194627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.356229,"threshold_uncertainty_score":0.9913533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318545354816214,"score_gpt":0.4250020407674934,"score_spread":0.3931475052858719,"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."}}