{"id":"W4406586584","doi":"10.5539/ies.v18n1p13","title":"Autonomy-Supportive Classroom Climate and Attitudes Towards Social Participation: A Practice in Mixed-Grade Classes in a Japanese Elementary School","year":2025,"lang":"en","type":"article","venue":"International Education Studies","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autonomy; Psychology; Multimethodology; Mathematics education; School climate; Pedagogy; Political science","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":[0.001066264,0.0001082922,0.0001719076,0.0003071871,0.0004316812,0.0001093983,0.000135518,0.0000519647,0.00005325056],"category_scores_gemma":[0.004698962,0.0001108224,0.00002613766,0.0004902764,0.0001871681,0.0006622651,0.0001658539,0.000176126,0.000007824636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001504014,"about_ca_system_score_gemma":0.001442768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005513939,"about_ca_topic_score_gemma":0.02363004,"domain_scores_codex":[0.9984854,0.0003922,0.0003715199,0.0002557053,0.0002991039,0.0001960713],"domain_scores_gemma":[0.9985474,0.0003772531,0.0001991621,0.00005746623,0.0007797488,0.00003898513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001425346,0.001409995,0.6503137,0.00005248175,0.0002287638,0.000004579246,0.2237535,0.00001641952,0.00005764225,0.04013567,0.008486844,0.07539792],"study_design_scores_gemma":[0.0003656209,0.00002046054,0.6879531,0.0001228408,0.00002006207,3.340221e-7,0.2284716,0.00003147205,0.00001283882,0.001905295,0.08098821,0.0001082336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9067991,0.001743283,0.00001177128,0.06286558,0.001600452,0.0002993364,0.00001101068,0.00003479183,0.02663471],"genre_scores_gemma":[0.9950358,0.001199491,0.0006110243,0.001310493,0.0002181814,0.0002763935,0.00001816616,0.000004257246,0.001326247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08823668,"threshold_uncertainty_score":0.9941862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05181004629775927,"score_gpt":0.4842102453569226,"score_spread":0.4324001990591633,"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."}}