{"id":"W2165848575","doi":"10.5206/eei.v21i1.7666","title":"School Roles: A Way to Investigate Participation","year":2011,"lang":"en","type":"article","venue":"Exceptionality Education International","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thames Valley Children's Centre; Western University","funders":"","keywords":"Psychology; Perspective (graphical); School dropout; Developmental psychology; Anxiety; Identity (music); Academic achievement; At-risk students; Social psychology; Pedagogy; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007467299,0.00009518339,0.00008344388,0.0001523408,0.0003752802,0.00008800946,0.000321723,0.00008145915,0.01654034],"category_scores_gemma":[0.0008183031,0.0001098274,0.00005938685,0.0002619954,0.0001336238,0.000470625,0.00004100448,0.00009179537,0.001870688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004173312,"about_ca_system_score_gemma":0.001095223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00204248,"about_ca_topic_score_gemma":0.0009405337,"domain_scores_codex":[0.9984598,0.0001375684,0.0003055587,0.0002389677,0.0006372579,0.000220889],"domain_scores_gemma":[0.998849,0.00003160409,0.0001038563,0.0001106874,0.0005194458,0.0003853847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001789959,0.000246844,0.7566068,0.000002015832,0.00002630958,2.744059e-7,0.04466356,0.000002080737,0.00003010825,0.1602625,0.03260013,0.005541444],"study_design_scores_gemma":[0.00008301083,0.000007857611,0.8631136,0.00001419375,0.000005924097,2.478085e-7,0.002819334,0.000002276034,0.00004932761,0.01929607,0.1144663,0.0001417986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7949446,0.000007553789,0.00065853,0.009083441,0.002493385,0.0002672114,0.00001249844,0.0001037964,0.192429],"genre_scores_gemma":[0.9702269,0.00001097362,0.003190849,0.002685161,0.002048118,0.0001360388,0.0001276407,0.000009120046,0.02156514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1752824,"threshold_uncertainty_score":0.9989065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08703670691893087,"score_gpt":0.3852258096261554,"score_spread":0.2981891027072245,"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."}}