{"id":"W4249241510","doi":"10.1080/00131857.2021.1926983","title":"Escape education","year":2021,"lang":"en","type":"article","venue":"Educational Philosophy and Theory","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociology; Pedagogy; Epistemology; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003856526,0.0000653943,0.00006519972,0.00003818996,0.0005546797,0.0000705737,0.00008253135,0.00006471895,0.001465636],"category_scores_gemma":[0.0003840468,0.00007324493,0.0000448083,0.0002089807,0.0002444531,0.0001687092,0.00001798081,0.00009167309,0.00009712042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005485571,"about_ca_system_score_gemma":0.002152905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003221233,"about_ca_topic_score_gemma":0.00002150287,"domain_scores_codex":[0.9991953,0.0002295825,0.0001058125,0.0001745643,0.0001694683,0.0001252927],"domain_scores_gemma":[0.9992284,0.0002576519,0.0000406904,0.0001177604,0.0002120083,0.0001435104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002512209,0.0001894806,0.001226731,0.000007606299,0.000009424176,1.168271e-7,0.01003148,3.012755e-7,0.00001091576,0.9825805,0.001244349,0.004696587],"study_design_scores_gemma":[0.00004857455,0.000003066536,0.007840768,0.0000130444,0.000009097618,0.000002260609,0.009765877,0.000001446557,0.000007091523,0.9296641,0.05255529,0.00008937493],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09008007,0.002298609,0.00005766745,0.06889277,0.002480194,0.0001081976,0.000008153487,0.00003674124,0.8360376],"genre_scores_gemma":[0.9663347,0.0002580782,0.00058177,0.003210272,0.001669131,0.0000245935,0.00006939736,0.000007387529,0.02784464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8762547,"threshold_uncertainty_score":0.9994472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597945265824345,"score_gpt":0.315267260885198,"score_spread":0.2992878082269546,"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."}}