{"id":"W23707549","doi":"10.55016/ojs/jet.v23i2.44260","title":"Autobiography and Education","year":2018,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Biography; Psychology; Sociology; Pedagogy; Literature; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0005495182,0.00005109391,0.00009339449,0.0002123988,0.0003755265,0.00004445032,0.0001330853,0.00004979677,0.0005845823],"category_scores_gemma":[0.0004985892,0.00004680865,0.00005680482,0.0003071028,0.0004006178,0.0001878071,0.000006474248,0.0001069868,0.00002360382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009363458,"about_ca_system_score_gemma":0.002276699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001381195,"about_ca_topic_score_gemma":0.0000825632,"domain_scores_codex":[0.9992765,0.0000885499,0.0002073547,0.00007667197,0.0002295307,0.0001214162],"domain_scores_gemma":[0.9988153,0.0002436592,0.0001974491,0.00005959187,0.0004982688,0.0001857578],"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":[0.00001604692,0.0003570734,0.0405816,0.000005959357,0.0000261793,1.678856e-7,0.0202409,9.675776e-8,0.00005292774,0.6563527,0.2654551,0.01691124],"study_design_scores_gemma":[0.00006358603,0.00007890862,0.03333214,0.00002411729,0.00001622951,0.00001271485,0.006418565,2.001476e-7,0.000008311448,0.03501844,0.9249669,0.00005989152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6127827,0.003483584,0.00004682285,0.06904571,0.01048035,0.00008410303,0.000001939303,0.00001257938,0.3040623],"genre_scores_gemma":[0.9672948,0.0002244184,0.009480019,0.0007674589,0.01064737,0.000002463978,0.000001036223,0.000006732558,0.01157571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6595117,"threshold_uncertainty_score":0.6400766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06285970754624903,"score_gpt":0.4155956750673165,"score_spread":0.3527359675210675,"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."}}