{"id":"W2608083411","doi":"10.5539/ies.v10n5p136","title":"The Effect of A Training Program in Improving First Classes Teachers Skills in Dealing with Special Needs Students in Regular Classroom in Amman","year":2017,"lang":"en","type":"article","venue":"International Education Studies","topic":"Educational Practices and Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Sample (material); Significant difference; Scale (ratio); Medical education; Special needs; Control (management); Statistical analysis; Medicine; Computer science; Mathematics; Statistics","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":[],"consensus_categories":[],"category_scores_codex":[0.001866991,0.0001076941,0.0001925006,0.0002870563,0.000318741,0.0001834905,0.0005174516,0.0000516566,0.000007138376],"category_scores_gemma":[0.002932178,0.00008386173,0.0000294613,0.0001815148,0.0002814659,0.0004698998,0.00007605983,0.0002238657,0.000001220941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004641347,"about_ca_system_score_gemma":0.0003093653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005898505,"about_ca_topic_score_gemma":0.2490566,"domain_scores_codex":[0.9985965,0.0001735337,0.0003529824,0.0001862713,0.0004841631,0.0002064857],"domain_scores_gemma":[0.9982244,0.001045361,0.0003615689,0.0001345727,0.0002070491,0.00002699586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005246982,0.000268637,0.8007721,0.00001455878,0.0000351895,0.000001563587,0.09744248,0.00005652093,0.000002107995,0.002902823,0.00003325244,0.09841825],"study_design_scores_gemma":[0.0006024924,0.00008029588,0.7417063,0.0003799819,0.000006591665,4.528929e-7,0.2473773,0.00001429546,0.000009815816,0.0008365984,0.008893173,0.00009270072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812922,0.0006505513,6.045418e-7,0.0107372,0.001108149,0.000422392,7.27253e-7,0.000006656211,0.005781474],"genre_scores_gemma":[0.9975339,0.001001969,0.0001806319,0.00001971375,0.0004917893,0.000295233,0.000002049527,0.000007651098,0.0004670402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2431581,"threshold_uncertainty_score":0.8916814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05037742343420184,"score_gpt":0.4578188273866297,"score_spread":0.4074414039524279,"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."}}