{"id":"W2898105238","doi":"10.5539/ass.v14n11p90","title":"Increasing Skills of Inclusive Elementary Classroom Teachers in Handling Children with Learning Disabilities","year":2018,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Child Development and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socialization; Psychology; Learning disability; Mathematics education; Chiang mai; Inclusion (mineral); Special needs; Data collection; Medical education; Pedagogy; Developmental psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002015222,0.00008019572,0.0001233642,0.0001360858,0.001708067,0.00008277044,0.000309349,0.00004599613,0.00007612784],"category_scores_gemma":[0.0006632623,0.00007602075,0.00002263822,0.001165082,0.002774986,0.0005526398,0.00008936,0.0001353254,0.000006647411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004809617,"about_ca_system_score_gemma":0.0008779496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006306779,"about_ca_topic_score_gemma":0.006749283,"domain_scores_codex":[0.9984287,0.0001694202,0.0001848797,0.0002461644,0.0005781826,0.0003926388],"domain_scores_gemma":[0.9995394,0.00008934851,0.000119526,0.00006232893,0.0001145337,0.0000748204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006137253,0.00003288532,0.661148,8.765684e-7,0.000003564849,6.845092e-8,0.2886586,1.959986e-7,0.000121267,0.001634249,0.0000204062,0.04837376],"study_design_scores_gemma":[0.0001590666,0.00003679487,0.8425962,0.00003095333,0.000004575011,4.440705e-7,0.1551364,9.873903e-7,0.0002724519,0.00120399,0.0004495286,0.000108555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8867953,0.000007276519,0.00002798547,0.0009017182,0.0001042049,0.0001625893,7.187697e-7,0.00002293618,0.1119772],"genre_scores_gemma":[0.9982966,0.000005215843,0.001087977,0.00005886792,0.0003944124,0.000004411047,0.000003575241,0.000005280025,0.0001436161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1814482,"threshold_uncertainty_score":0.9999389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007977773773442026,"score_gpt":0.3032460199936151,"score_spread":0.2952682462201731,"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."}}