{"id":"W2753572088","doi":"10.2139/ssrn.3020317","title":"(Development of Humanistic Pedagogics and Its Basic Principles )","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Educational Methods and Teacher Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Humanism; Engineering ethics; Psychology; Political science; Engineering; 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":[0.00245374,0.0001012472,0.0001334248,0.0000657303,0.0006971104,0.0001612496,0.0008436773,0.00003184416,0.000005935516],"category_scores_gemma":[0.0001524534,0.00008576273,0.0000292759,0.00003416472,0.00003027292,0.0002675354,0.0002303856,0.0004882879,0.000005782704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000254543,"about_ca_system_score_gemma":0.003582573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000304273,"about_ca_topic_score_gemma":0.00006724884,"domain_scores_codex":[0.9985084,0.00004610972,0.0002793616,0.0001815394,0.0002550205,0.0007295873],"domain_scores_gemma":[0.9991892,0.00004183243,0.0003303488,0.0002568454,0.0001089556,0.0000728103],"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":[0.000001979578,0.00004336443,0.001522215,0.000009056746,0.00004686277,0.000001044207,0.001401072,9.877541e-7,0.0003663573,0.9097684,0.000003195788,0.08683548],"study_design_scores_gemma":[0.0009453389,0.0002300743,0.2290681,0.0001249181,0.00002855074,0.0006216468,0.001569239,0.001066399,0.004281138,0.7410561,0.02041099,0.0005975615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6944944,0.002604232,0.2983601,0.002037115,0.000455304,0.00011673,3.58722e-7,0.00002195986,0.001909774],"genre_scores_gemma":[0.8692583,0.0005617065,0.1287453,0.00002177877,0.0000759661,0.000003889404,3.037922e-7,0.000005999999,0.001326717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2275458,"threshold_uncertainty_score":0.635533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1064336160419221,"score_gpt":0.3515505644535616,"score_spread":0.2451169484116395,"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."}}