{"id":"W6911263719","doi":"10.5281/zenodo.10348590","title":"EFFECTIVE CLASSROOM MANAGEMENT FOR STUDENTS WITH LEARNING DIFFICULTIES","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Variety (cybernetics); Classroom management; Order (exchange); Just in Time Teaching; Time management; Learning environment","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":[0.0005615202,0.000339418,0.0004061563,0.0009777192,0.001129476,0.0008174945,0.000879457,0.001026798,0.004693324],"category_scores_gemma":[0.00381962,0.0001077197,0.0003303844,0.0002909737,0.0002895369,0.0007100036,0.002142409,0.001164636,0.001525272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003900247,"about_ca_system_score_gemma":0.001288663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004015029,"about_ca_topic_score_gemma":0.0011828,"domain_scores_codex":[0.9995696,0.0001383554,0.00004012963,0.00003760251,0.000103214,0.0001110452],"domain_scores_gemma":[0.9990376,0.0001402918,0.0001566051,0.00004620504,0.0001172976,0.0005020344],"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":[0.0001184909,0.001761748,0.01631062,0.0005729474,0.00001664466,0.002587876,0.003216458,0.0002095836,0.002742911,0.0008274222,0.03558499,0.9360504],"study_design_scores_gemma":[0.001074884,0.006279878,0.2700536,0.005192598,0.0002234104,0.05502596,0.04828323,0.002655944,0.01218351,0.02443742,0.5743403,0.0002491225],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.810418,0.02825014,0.02400457,0.04737992,0.002613421,0.001289594,0.0002273029,0.002184385,0.08363275],"genre_scores_gemma":[0.9220001,0.01438631,0.0286882,0.00382965,0.0009370825,0.001309327,0.0003234042,0.0001270295,0.0283989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004693324,"threshold_uncertainty_score":0.01570076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06178969680853758,"score_gpt":0.3921448121022322,"score_spread":0.3303551152936947,"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."}}