{"id":"W2266774877","doi":"","title":"An Ounce of Common Sense is Worth a Pound of Theory","year":2002,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Fluid ounce (US); Pound (networking); Dozen; Common sense; Process (computing); Epistemology; Psychology; Mathematics education; Computer science; Philosophy; Political science; Law; Arithmetic; Mathematics","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":[0.009943115,0.001076166,0.001784481,0.003501207,0.004052432,0.009252151,0.002926456,0.005302134,0.02055036],"category_scores_gemma":[0.02283706,0.0004869894,0.001139153,0.002416642,0.04776005,0.03744995,0.007798934,0.007771905,0.004741042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002580162,"about_ca_system_score_gemma":0.00242625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001485855,"about_ca_topic_score_gemma":0.001176996,"domain_scores_codex":[0.9923388,0.003503093,0.0005027818,0.00148855,0.001799456,0.0003674492],"domain_scores_gemma":[0.9782261,0.0126618,0.0008602546,0.005835847,0.001511544,0.0009044342],"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":[0.00002795819,0.00001609556,0.0002654308,0.0002111648,0.00002466224,0.0001103829,0.001551894,0.00019218,0.0001206361,0.9612222,0.01229355,0.02396392],"study_design_scores_gemma":[0.000007090094,0.00002138694,0.0001640855,0.0003000306,0.000008131367,0.0002056263,0.0008598328,0.0002597298,0.00006792214,0.8973621,0.1007248,0.00001933036],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01696489,0.07116672,0.2335606,0.3586237,0.01859359,0.0001200611,0.0004471287,0.000649771,0.2998736],"genre_scores_gemma":[0.7242628,0.06498496,0.08474726,0.05156774,0.02340585,0.000463699,0.0007614942,0.0005749337,0.04923106],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02055036,"threshold_uncertainty_score":0.06874782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01438096052985067,"score_gpt":0.2807483877914523,"score_spread":0.2663674272616017,"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."}}