{"id":"W2026905698","doi":"10.24908/eoe-ese-rse.v13i0.4367","title":"Are We Educating or Training?","year":2012,"lang":"en","type":"article","venue":"Encounters in Theory and History of Education","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Feature (linguistics); Computer science; Mathematics education; Medical education; Psychology; Geography; Medicine; Linguistics; Philosophy; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001199674,0.00005370598,0.00009906419,0.0000895309,0.0001074797,0.00000544905,0.0000581403,0.00003384812,0.0002912516],"category_scores_gemma":[0.0004851509,0.00004884069,0.00001846432,0.00006407668,0.0003146587,0.0002740818,0.000008231375,0.00005418343,0.000003332743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002355447,"about_ca_system_score_gemma":0.0004877548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002144457,"about_ca_topic_score_gemma":0.0007030544,"domain_scores_codex":[0.9993634,0.0002018117,0.0001214747,0.00007107908,0.00008558764,0.0001566264],"domain_scores_gemma":[0.9994483,0.0002642205,0.0001378411,0.00006250037,0.00002452665,0.00006261791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004254928,0.0001484368,0.02785655,0.0000301358,0.000005054593,7.513722e-8,0.9123247,1.92411e-7,0.00001727954,0.02398425,0.00917531,0.02641547],"study_design_scores_gemma":[0.00006861718,0.00001688808,0.02172806,0.0001264264,0.000009028953,8.837356e-7,0.7220284,1.593828e-7,0.000003701422,0.003602063,0.252338,0.00007782536],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8230029,0.01195818,0.00001121651,0.000485827,0.003130198,0.00008720167,9.002547e-7,0.00001126087,0.1613123],"genre_scores_gemma":[0.9870149,0.0002426114,0.00007533094,0.0003939705,0.0003017072,0.00001195468,4.804621e-7,0.000003795815,0.01195517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2431626,"threshold_uncertainty_score":0.3189001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07530751556533712,"score_gpt":0.3634951372210829,"score_spread":0.2881876216557458,"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."}}