{"id":"W2887226899","doi":"10.20533/licej.2040.2589.2016.0323","title":"Enhancing Classroom Teaching for Students with Speech and Language Exceptionalities: A Social-Emotional Program","year":2016,"lang":"en","type":"article","venue":"Literacy Information and Computer Education Journal","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Social emotional learning; Psychology; Mathematics education; Developmental 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":[0.0004546877,0.0005313554,0.0004604406,0.0009435868,0.001419499,0.0005364622,0.00111228,0.0005525814,0.002320296],"category_scores_gemma":[0.001205255,0.0001966897,0.0005692827,0.000310182,0.0004406432,0.0003729328,0.002626776,0.00104476,0.0004577041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004942552,"about_ca_system_score_gemma":0.002318816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001364099,"about_ca_topic_score_gemma":0.00546763,"domain_scores_codex":[0.999657,0.00006963571,0.00002320873,0.0000489776,0.00007711765,0.0001239822],"domain_scores_gemma":[0.9989625,0.0001210276,0.0001024748,0.00003640596,0.00005085286,0.0007267145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001395457,0.1493918,0.04521023,0.001022374,0.00008130026,0.005511443,0.01128608,0.001102233,0.02018785,0.0007249966,0.009591327,0.7544948],"study_design_scores_gemma":[0.00591708,0.09496806,0.754707,0.001074952,0.0006732136,0.008830746,0.03353951,0.004112102,0.03025216,0.003445616,0.06227385,0.0002057297],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941871,0.000207139,0.0009546712,0.0004615253,0.00006419241,0.0006908202,0.00004200925,0.0001526687,0.003239811],"genre_scores_gemma":[0.9739099,0.001084362,0.01916476,0.0003765879,0.0001146104,0.001604402,0.0001617225,0.00001685437,0.003566858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002320296,"threshold_uncertainty_score":0.007762134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106182513580448,"score_gpt":0.3153352646042522,"score_spread":0.3042734394684476,"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."}}