{"id":"W3008733909","doi":"10.22329/il.v40i1.6024","title":"Come Now, Let Us Reason Together","year":2020,"lang":"en","type":"article","venue":"Informal Logic","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epistemology; Debiasing; Rationality; Heuristics; Doxastic logic; Individualism; Sociology; Dialogic; Laziness; Ideal (ethics); Methodological individualism; Critical thinking; Externalism; Metacognition; Psychology; Cognition; Computer science; Cognitive science; Philosophy; Law; Political science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002585842,0.00005384542,0.00007246315,0.00001365015,0.000211331,0.0000699634,0.0001771988,0.0000596788,0.002001847],"category_scores_gemma":[0.0002657573,0.00004616238,0.00003112103,0.0001551417,0.000104677,0.0001652408,0.00003373128,0.0001060283,0.00174946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003124556,"about_ca_system_score_gemma":0.0001365811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007260239,"about_ca_topic_score_gemma":0.00004334855,"domain_scores_codex":[0.999303,0.00003428206,0.0001282273,0.00007531491,0.0002466688,0.0002124405],"domain_scores_gemma":[0.9996498,0.00004335597,0.00002472864,0.0000533778,0.00005178883,0.0001769319],"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":[0.00001942979,0.00004893964,0.02613697,0.00001914263,0.00001266517,0.000007054843,0.06548413,0.000009597753,0.00001673229,0.8698902,0.02061019,0.01774491],"study_design_scores_gemma":[0.00008518802,0.00002934278,0.008537424,0.000005769776,0.000002338102,4.282584e-7,0.002471867,0.00001536965,0.00002806576,0.003739455,0.9849913,0.00009344144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09578737,0.00005376188,0.0003010323,0.06473912,0.0004420743,0.0001350359,0.000002216246,0.0001868151,0.8383526],"genre_scores_gemma":[0.9563544,0.00003984985,0.001523329,0.03890451,0.0002426698,0.000007436974,0.000005256675,0.000003479362,0.002919058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9643811,"threshold_uncertainty_score":0.9990278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0533680846537366,"score_gpt":0.3271676012146058,"score_spread":0.2737995165608692,"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."}}