{"id":"W4389089559","doi":"10.5489/cuaj.8653","title":"Mental models in practice: The macro view and the cone of influence","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Macro; Cone (formal languages); Mental model; Psychology; Epistemology; Computer science; Cognitive science; Philosophy; Algorithm; Programming language","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01500763,0.0006376833,0.0008447333,0.005271046,0.003939305,0.01556018,0.00161278,0.002462366,0.005146806],"category_scores_gemma":[0.04014067,0.0006801974,0.0005987627,0.002539443,0.04634867,0.01261453,0.006832333,0.004500554,0.0003484057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01072565,"about_ca_system_score_gemma":0.009740293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01968763,"about_ca_topic_score_gemma":0.02242779,"domain_scores_codex":[0.9855239,0.009873473,0.0003160088,0.0007909995,0.00275557,0.0007399676],"domain_scores_gemma":[0.9528589,0.03594042,0.002301823,0.002462187,0.003437109,0.00299952],"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":[0.00008341538,0.00006072725,0.01026442,0.0001433238,0.00008559278,0.000141021,0.0273501,0.001419586,0.0001707606,0.9230513,0.003554175,0.0336756],"study_design_scores_gemma":[0.00003388052,0.000060832,0.008769856,0.0001989483,0.00003571936,0.000153204,0.0146691,0.003470739,0.000134559,0.9561224,0.01630911,0.00004160161],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1999227,0.008903398,0.1450763,0.1708115,0.000741631,0.000229443,0.0003396164,0.0002122021,0.4737632],"genre_scores_gemma":[0.9900542,0.0007017124,0.006683503,0.001228721,0.0001449415,0.00006169221,0.0000208468,0.00005585409,0.00104849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01968763,"threshold_uncertainty_score":0.07936889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09911881286640709,"score_gpt":0.4208250479702961,"score_spread":0.3217062351038891,"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."}}