{"id":"W1750125077","doi":"10.26522/tl.v7i2.417","title":"Student Engagement for Equity and Social Justice: Creating Space for Student Voice","year":2012,"lang":"en","type":"article","venue":"Teaching and Learning","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Western Australia; McGill University; Ministère de l’Éducation, Gouvernement de l’Ontario; Yale University","keywords":"Student engagement; Transformative learning; Equity (law); Social justice; Vision; Democracy; Educational equity; Sociology; Pedagogy; Space (punctuation); Civic engagement; Public relations; Psychology; Political science; Politics; Social science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007628871,0.0000925136,0.0001239652,0.0000388048,0.00565335,0.0002499671,0.00008600054,0.00004958499,0.00001149466],"category_scores_gemma":[0.0009440839,0.00009177605,0.00003116903,0.00002998604,0.0000460752,0.0001605013,0.0001393577,0.0003731797,0.00000241859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009676701,"about_ca_system_score_gemma":0.00007962203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002471287,"about_ca_topic_score_gemma":0.00004829077,"domain_scores_codex":[0.9986053,0.0004582909,0.0001433381,0.000166921,0.0002489356,0.000377194],"domain_scores_gemma":[0.998865,0.0008437211,0.00009727155,0.00003620935,0.00004054294,0.0001172703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007946322,0.00009706016,0.05474817,0.00006752787,0.00003531695,4.904175e-8,0.8369358,0.0000129725,0.00003774187,0.03827824,0.0009591914,0.06881998],"study_design_scores_gemma":[0.000523495,0.00006673106,0.2113711,0.00002914102,0.00009451219,3.489562e-7,0.4211507,0.00003495407,0.000004098006,0.0001475545,0.3663894,0.0001880021],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735879,0.0004382465,0.004781155,0.0035192,0.000494381,0.0005663773,0.000001291883,0.00009765438,0.0165138],"genre_scores_gemma":[0.9858273,0.00002379863,0.009026005,0.0003837835,0.001202599,0.00005606392,0.000005644239,0.00001153638,0.003463268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4157851,"threshold_uncertainty_score":0.9956412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07692497027101285,"score_gpt":0.4489876666031253,"score_spread":0.3720626963321125,"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."}}