{"id":"W2994864826","doi":"10.7202/1071437ar","title":"Social Science, Philosophy and Education","year":2020,"lang":"en","type":"article","venue":"Philosophical Inquiry in Education","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"The arts; Philosophy of science; Epistemology; Action (physics); Sociology; Philosophy of education; Natural (archaeology); Engineering ethics; Emphasis (telecommunications); Social science; Political science; Higher education; Philosophy; Law; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006689469,0.000759765,0.001002391,0.002883294,0.005658132,0.01118778,0.0008662546,0.003790158,0.003696235],"category_scores_gemma":[0.005268778,0.0002634794,0.0004732388,0.002891732,0.06121953,0.006442004,0.004937725,0.005717953,0.0006950625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008298196,"about_ca_system_score_gemma":0.009646531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005460463,"about_ca_topic_score_gemma":0.005352654,"domain_scores_codex":[0.993775,0.004668923,0.0001232078,0.0003142095,0.000727547,0.0003911135],"domain_scores_gemma":[0.9909971,0.006971826,0.0005596668,0.0004161638,0.0005225253,0.000532818],"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":[0.000002242422,0.000009360817,0.000166883,0.00007762414,0.000004797503,0.00003108552,0.003190557,0.0001485463,0.00002281956,0.9879969,0.002879529,0.005469694],"study_design_scores_gemma":[0.00000401206,0.00001242726,0.0002506418,0.0002493715,0.000002220409,0.00005718127,0.003177951,0.0001283531,0.00003752143,0.9037859,0.09228875,0.000005766721],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01777321,0.1596474,0.02228058,0.2849043,0.003355721,0.00008324573,0.00005857504,0.0001052956,0.5117916],"genre_scores_gemma":[0.8402258,0.08146213,0.01064372,0.02678442,0.003750182,0.0001916742,0.00007156265,0.00008884035,0.03678169],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01118778,"threshold_uncertainty_score":0.06020796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1070108939168579,"score_gpt":0.4120105556056836,"score_spread":0.3049996616888257,"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."}}