{"id":"W2769654264","doi":"10.2505/4/tst17_084_06_9","title":"Commentary: Reasoning Versus <i>Post-Truth</i>","year":2017,"lang":"en","type":"article","venue":"The Science Teacher","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Mathematics education; Science education; Scientific reasoning; Psychology; Epistemology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01225319,0.001518545,0.002277781,0.002452523,0.02006496,0.01083576,0.008403694,0.09628392,0.01037138],"category_scores_gemma":[0.1006655,0.001543771,0.002012836,0.002770079,0.02478579,0.01052355,0.007712718,0.1248037,0.005298308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01737826,"about_ca_system_score_gemma":0.02181002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0614921,"about_ca_topic_score_gemma":0.08043524,"domain_scores_codex":[0.9857429,0.004843201,0.001446837,0.002865952,0.003130039,0.001971169],"domain_scores_gemma":[0.8956785,0.08454348,0.003509002,0.001394265,0.01135544,0.003519324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003077064,0.000006710356,0.0000405026,0.0002036926,0.00001482105,0.0002871201,0.004175397,0.00003178285,0.0001012997,0.01414787,0.9794796,0.001480382],"study_design_scores_gemma":[0.00006995634,0.00002382954,0.0003629133,0.00186998,0.00007289837,0.000601259,0.01168636,0.0002017278,0.0003403424,0.02127497,0.9634092,0.00008658051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002595957,0.001265527,0.0001528014,0.9265684,0.06911736,0.000009954775,0.00005543503,0.00001498958,0.002555853],"genre_scores_gemma":[0.006907986,0.0007183634,0.0001590699,0.9312518,0.05705218,0.0000581415,0.00001877326,0.00006129785,0.003772375],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09628392,"threshold_uncertainty_score":0.1260887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06238705930827244,"score_gpt":0.301172789175359,"score_spread":0.2387857298670866,"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."}}