{"id":"W4311605714","doi":"10.1111/1471-3802.12587","title":"The effects of classroom physical activity breaks on the behavioural and emotional <scp>self‐regulation</scp> of students with behavioural difficulties","year":2022,"lang":"en","type":"article","venue":"Journal of Research in Special Educational Needs","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Psychology; Perception; Developmental psychology; Repeated measures design; Social psychology; Clinical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013121,0.0001365302,0.0002781939,0.0002669185,0.0005536895,0.00004374853,0.0005243183,0.00005128083,0.0001454977],"category_scores_gemma":[0.0001765381,0.00007230022,0.0001191731,0.0007000208,0.0007251766,0.00008445275,0.0001734505,0.001101151,0.000002582361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001561072,"about_ca_system_score_gemma":0.0001400295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001979267,"about_ca_topic_score_gemma":0.00003213708,"domain_scores_codex":[0.9964722,0.000905217,0.0003421897,0.0001556368,0.001821741,0.0003029493],"domain_scores_gemma":[0.9945036,0.004467316,0.0003603801,0.0001692839,0.0004104917,0.00008895384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006650017,0.007320024,0.9447627,0.00001783763,0.000148949,0.00001362569,0.009241304,0.00001366155,0.0003830903,0.02038652,0.01239906,0.004648245],"study_design_scores_gemma":[0.0008839332,0.001828237,0.9874899,0.0000513752,0.00002905539,0.00004874172,0.007361657,0.000001200824,0.00009723636,0.001551147,0.0006170978,0.00004039507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942167,0.0002043764,6.494809e-7,0.003628704,0.0008586107,0.000356634,0.00002041941,0.000002744972,0.0007111615],"genre_scores_gemma":[0.998005,0.00003219739,0.00001845335,0.00002147698,0.0008322376,0.00008107922,0.000002743161,0.00000968351,0.0009971436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04272725,"threshold_uncertainty_score":0.4784016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1309771891338926,"score_gpt":0.4101735652006606,"score_spread":0.2791963760667681,"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."}}