{"id":"W4394966435","doi":"10.2139/ssrn.4796166","title":"Promoting Classroom Inclusion for Children with Disabilities in Rural South India","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Inclusion (mineral); Rural area; Psychology; Pedagogy; Mathematics education; Economic growth; Political science; Economics; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007895657,0.0002775547,0.0003183796,0.0007312057,0.004243132,0.001679765,0.00123289,0.0004961856,0.002852299],"category_scores_gemma":[0.002673117,0.0001619456,0.0002322438,0.0006748745,0.0009651037,0.0004901453,0.005138614,0.001101036,0.0003659753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001732017,"about_ca_system_score_gemma":0.008323486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03280959,"about_ca_topic_score_gemma":0.0985743,"domain_scores_codex":[0.9990645,0.0002562881,0.00003251611,0.00006005295,0.0001273883,0.0004592821],"domain_scores_gemma":[0.9979425,0.0003706747,0.0002560425,0.00007695507,0.0001893123,0.001164595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004456222,0.008915315,0.3203751,0.001257506,0.00005007523,0.003956397,0.3479285,0.0003364763,0.01005071,0.003258703,0.01054297,0.2928826],"study_design_scores_gemma":[0.00007681603,0.001960205,0.555757,0.0008162661,0.0001115365,0.0007946123,0.4088183,0.0002252132,0.003279701,0.00105203,0.0270659,0.0000423553],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938386,0.0001281309,0.00006969657,0.0006725664,0.00001375832,0.00005433894,0.00002309645,0.00001512505,0.005184745],"genre_scores_gemma":[0.9971461,0.000294049,0.0005838291,0.00008540753,0.000006086557,0.00007848213,0.00001764393,0.00000362968,0.001784791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03280959,"threshold_uncertainty_score":0.06523722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186876857983361,"score_gpt":0.3253574879921636,"score_spread":0.3066698021938275,"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."}}