{"id":"W2725850357","doi":"10.7202/1040803ar","title":"Metaphor, Paradigm, and Education","year":2017,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metaphor; Root (linguistics); Naturalism; Idealism; Epistemology; Realism; Philosophy; Mechanism (biology); Critical realism (philosophy of perception); Literal and figurative language; Sociology; Psychology; Cognitive science; Linguistics","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":[0.003020915,0.000500619,0.0004064588,0.0021412,0.004880327,0.006219774,0.0007767496,0.002176793,0.004552971],"category_scores_gemma":[0.003914285,0.0001513929,0.0002472623,0.001778289,0.03676175,0.007826716,0.003316741,0.003579912,0.0005326609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005949411,"about_ca_system_score_gemma":0.004894387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006460269,"about_ca_topic_score_gemma":0.006138877,"domain_scores_codex":[0.9972839,0.001833751,0.00007207051,0.0001826185,0.0003599373,0.0002676338],"domain_scores_gemma":[0.9981383,0.001133767,0.0001361872,0.0001786948,0.0002037835,0.0002091809],"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":[0.000003330276,0.000004555065,0.00006662903,0.0000332506,0.000001021326,0.00003454997,0.004136643,0.00003303101,0.0000275149,0.9870253,0.003943523,0.004690534],"study_design_scores_gemma":[0.00000734486,0.00001026507,0.0002045442,0.0002198132,0.000002099977,0.0001266071,0.005652495,0.0001063339,0.00007218846,0.7808427,0.2127469,0.000008741399],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01800629,0.07966546,0.02245531,0.1142477,0.002325947,0.00006408558,0.00009814229,0.00009304455,0.763044],"genre_scores_gemma":[0.8888965,0.02764541,0.02024518,0.0155433,0.001408156,0.0002182352,0.000100666,0.0001059273,0.04583666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006460269,"threshold_uncertainty_score":0.04316616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3553007275213149,"score_gpt":0.4700426716807046,"score_spread":0.1147419441593897,"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."}}