{"id":"W1503511964","doi":"10.7202/037774ar","title":"Education and Liberation","year":2009,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Social justice; Sociology; Economic Justice; Value (mathematics); Pedagogy; Media studies; Gender studies; Political science; Social science; Epistemology; Law","routes":{"ca_aff":false,"ca_fund":false,"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":[0.002033108,0.000130493,0.0001709999,0.0003665553,0.002305711,0.0001601266,0.0003222097,0.0001192253,0.00009424874],"category_scores_gemma":[0.001119456,0.0001338575,0.00008828397,0.0006079877,0.0005398807,0.0009863804,0.000009194129,0.0001861258,0.000009389344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00197437,"about_ca_system_score_gemma":0.002542164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004285823,"about_ca_topic_score_gemma":0.0004041206,"domain_scores_codex":[0.9983053,0.0003554742,0.000454878,0.0002075803,0.000341309,0.0003354818],"domain_scores_gemma":[0.9979827,0.0001285776,0.0005116679,0.0001369632,0.0008691871,0.0003708712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002394049,0.001027398,0.001349515,0.00006178345,0.00001615386,0.000001521542,0.06394371,0.0001676526,0.001120149,0.7343118,0.04556275,0.1524136],"study_design_scores_gemma":[0.000151244,0.0002803687,0.01111976,0.0001835511,0.00006865409,0.0004055933,0.0313873,0.00006257738,0.0004240448,0.08905371,0.866589,0.0002742208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6250575,0.002628268,0.0004963086,0.01512382,0.0073197,0.0004142383,0.00002426265,0.00006638136,0.3488695],"genre_scores_gemma":[0.9741578,0.0008352994,0.01326493,0.004303709,0.001167976,0.00000797694,0.000005775941,0.000009275656,0.006247275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8210262,"threshold_uncertainty_score":0.9989932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2461064922424834,"score_gpt":0.4292910408095648,"score_spread":0.1831845485670814,"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."}}