{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004522267,0.000512431,0.000715154,0.001563841,0.006303639,0.007757332,0.001051216,0.004357139,0.01165429],"category_scores_gemma":[0.006603408,0.0002498869,0.0004270904,0.001455658,0.02888667,0.00465043,0.006029183,0.01035896,0.0008862342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009917597,"about_ca_system_score_gemma":0.01149132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01089375,"about_ca_topic_score_gemma":0.01199618,"domain_scores_codex":[0.9951023,0.001987493,0.00011831,0.0006981724,0.00107305,0.001020669],"domain_scores_gemma":[0.9978762,0.0008330147,0.0001680253,0.0004135923,0.0004185941,0.0002906826],"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":[0.000002390063,0.000007660969,0.00003460092,0.000006438699,9.247879e-7,0.000003533167,0.000263328,0.0000323963,0.000009539122,0.9959116,0.002200782,0.001526786],"study_design_scores_gemma":[0.00001561396,0.00001074728,0.0002348678,0.00004045711,0.000002619163,0.00001482141,0.0004704168,0.0001291541,0.00006937842,0.9223681,0.07664001,0.000003772778],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01742071,0.004842825,0.005293619,0.1257244,0.001868243,0.00007225635,0.00007131579,0.00004899663,0.8446578],"genre_scores_gemma":[0.8173389,0.001843383,0.00183637,0.02310707,0.001674042,0.0001528077,0.00005529842,0.00005711268,0.153935],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01165429,"threshold_uncertainty_score":0.07195759,"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."}}