{"id":"W2969731215","doi":"","title":"Balancing voices and views in socratic circle seminars: A self-study","year":2018,"lang":"en","type":"article","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socratic method; Psychology; Sociology; Epistemology; Aesthetics; Art; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001504458,0.0000827949,0.0001747524,0.0001130049,0.001195799,0.00001839217,0.0004862533,0.00005149794,0.0001075783],"category_scores_gemma":[0.0002808397,0.00008632816,0.00006186539,0.0003191197,0.0007154095,0.0004480366,0.0002480402,0.0001497988,0.00001482462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007809016,"about_ca_system_score_gemma":0.0002838077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009237571,"about_ca_topic_score_gemma":0.1617341,"domain_scores_codex":[0.9984475,0.0006177612,0.0001873647,0.0001951641,0.0004111728,0.0001410645],"domain_scores_gemma":[0.9993395,0.0001899073,0.0001446988,0.0001676363,0.0001086108,0.00004965518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001215504,0.001479678,0.3983628,0.0006627626,0.0001620642,0.000008827809,0.5780107,0.001305914,0.004290509,0.008370687,0.0008370627,0.006387439],"study_design_scores_gemma":[0.001866918,0.0004391824,0.8511066,0.001665672,0.0002995773,0.000009397914,0.04187482,0.00795981,0.001254968,0.0007622138,0.09239588,0.000364922],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608553,0.001282737,0.0003791853,0.0003398611,0.0002248286,0.0003770981,0.000001242757,0.00002735069,0.03651238],"genre_scores_gemma":[0.9971009,0.0001526192,0.002078172,0.00001521221,0.00005163849,6.792878e-7,4.922082e-7,0.000003597239,0.0005967246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5361359,"threshold_uncertainty_score":0.99736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03564823769816709,"score_gpt":0.3071034037082689,"score_spread":0.2714551660101018,"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."}}