{"id":"W1554653701","doi":"10.18061/dsq.v29i3.940","title":"Multinational Review of English Language Disability Studies Degrees and Courses","year":2009,"lang":"en","type":"article","venue":"Disability Studies Quarterly","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Multinational corporation; Disability studies; Sociology; Political science; Library science; Media studies; Gender studies; Computer science; Law; 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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.002231756,0.0002149276,0.000620973,0.00001769019,0.0004030777,0.0000292895,0.000218621,0.00005595042,0.0001077366],"category_scores_gemma":[0.009188298,0.0001824804,0.0001563712,0.0002728082,0.004020439,0.000304687,0.0000357189,0.0001078519,0.000005757144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004276101,"about_ca_system_score_gemma":0.00008396476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005203451,"about_ca_topic_score_gemma":0.0041107,"domain_scores_codex":[0.9974173,0.0005478784,0.0006495197,0.0004656829,0.0005926937,0.0003268849],"domain_scores_gemma":[0.9970623,0.001217168,0.0001780238,0.0004229514,0.0009848871,0.0001347038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003394862,0.002246585,0.2030315,0.003662653,0.0002233757,3.811499e-7,0.6353983,5.824168e-7,0.000006156943,0.01309551,0.006993398,0.1353076],"study_design_scores_gemma":[0.0003219253,0.0003822286,0.1732352,0.000999504,0.0001037304,1.924898e-7,0.810897,0.000001733148,0.000009943745,0.003822328,0.009944557,0.0002816618],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9265248,0.04639865,0.000001438172,0.02261018,0.0006613177,0.0008521296,0.00004491541,0.0001165031,0.002790053],"genre_scores_gemma":[0.9912657,0.007307071,0.0002215449,0.0006419897,0.0003217685,0.00007385384,0.00001200238,0.000005934941,0.0001501301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1754987,"threshold_uncertainty_score":0.9991577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05649114748256614,"score_gpt":0.4211909070736627,"score_spread":0.3646997595910966,"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."}}