{"id":"W2369982372","doi":"","title":"Contemplating Some Issues on Pedagogy","year":2004,"lang":"en","type":"article","venue":"Journal of The Northwest Normal University","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Principle of legality; Dignity; Dilemma; Pedagogy; Sociology; Epistemology; Position (finance); Philosophy; Political science; Law","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":[0.0004689952,0.00007134772,0.0001155202,0.0001034806,0.0002731742,0.00003946902,0.0009724278,0.00003336583,0.000007897335],"category_scores_gemma":[0.00004926363,0.00005169318,0.0001248281,0.0001877563,0.00003605508,0.0006453841,0.0001220206,0.0003201512,0.000009938196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001400223,"about_ca_system_score_gemma":0.0002318232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000308329,"about_ca_topic_score_gemma":0.00007287496,"domain_scores_codex":[0.9992283,0.0001884835,0.0001423212,0.00008431304,0.0002356297,0.0001209804],"domain_scores_gemma":[0.9992484,0.00006349357,0.0002693496,0.000233958,0.00009895005,0.00008587424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000178322,0.00104945,0.1682888,0.00002878744,0.0002292702,0.0004578484,0.03048885,0.02619286,0.0009116763,0.7437158,0.001790243,0.02666809],"study_design_scores_gemma":[0.002749587,0.0006140397,0.8282088,0.000170016,0.00005146834,0.0005147926,0.001208955,0.0001677347,0.003647705,0.007269309,0.1550153,0.000382306],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960186,0.00003412279,0.02710422,0.009841197,0.001372722,0.00003677179,0.000001175943,0.00002272931,0.001401069],"genre_scores_gemma":[0.9817037,0.000009070226,0.01661648,0.0003958736,0.0001765592,1.547678e-8,1.265716e-7,0.000002810981,0.001095358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7364465,"threshold_uncertainty_score":0.2107987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02337173979716763,"score_gpt":0.3000228837779541,"score_spread":0.2766511439807864,"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."}}