{"id":"W2739256703","doi":"10.7202/1073354ar","title":"Reductionism in Education","year":2020,"lang":"en","type":"article","venue":"Paideusis","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reductionism; Epistemology; Philosophy","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":[0.0001082394,0.00003018218,0.0000425146,0.00002367833,0.0001342905,0.00002615679,0.00008268988,0.00003084363,0.0002257956],"category_scores_gemma":[0.0002140963,0.00002632603,0.00002254888,0.0003073316,0.00005657546,0.000100476,0.00001002308,0.00004443822,0.0001459318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008697346,"about_ca_system_score_gemma":0.0003873024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01403413,"about_ca_topic_score_gemma":0.0006552188,"domain_scores_codex":[0.9995754,0.00003046583,0.00007973232,0.00008075824,0.0001188704,0.0001147855],"domain_scores_gemma":[0.9997965,0.00001076855,0.00002214695,0.00003815214,0.00003612064,0.00009638766],"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":[0.0000112588,0.00026056,0.02288732,0.00002242492,0.00001119286,6.673764e-7,0.1234047,0.0001019559,0.0002818244,0.4473141,0.2474427,0.1582613],"study_design_scores_gemma":[0.00003822947,0.000006941323,0.0197884,0.000005378538,0.000001999264,2.255374e-7,0.02781681,0.00001051311,0.00002395314,0.007380886,0.9448693,0.00005735556],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4798191,0.0004933221,0.00001057281,0.2731042,0.001061178,0.0001608444,0.000001883984,0.00005737882,0.2452916],"genre_scores_gemma":[0.9922779,0.0001471727,0.0002228342,0.004297059,0.0007839642,0.00001178332,0.000003089378,0.000002737727,0.002253495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6974266,"threshold_uncertainty_score":0.9925315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02434375097650529,"score_gpt":0.3376238803393397,"score_spread":0.3132801293628344,"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."}}