{"id":"W1947309967","doi":"","title":"Constant Factors and Hedgeless Hedges: On Heuristics and Biases Developmental Biology","year":2002,"lang":"en","type":"article","venue":"PhilSci-Archive (University of Pittsburgh)","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Organism; Skepticism; Heuristics; Simple (philosophy); Epistemology; Constant (computer programming); Computer science; Philosophy; Biology; Genetics; Programming language","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00007004861,0.00014631,0.0002277933,0.0002118968,0.00078531,0.00002568973,0.00018282,0.00003119875,0.0005558566],"category_scores_gemma":[0.00003471232,0.0001458231,0.00004280181,0.00003788574,0.003114154,0.0001809321,0.0001138419,0.0001138628,0.00001147956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002712729,"about_ca_system_score_gemma":0.00001892326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002113618,"about_ca_topic_score_gemma":0.00028227,"domain_scores_codex":[0.9992762,0.00004201841,0.00009728649,0.0002849808,0.00010936,0.0001901467],"domain_scores_gemma":[0.9994038,0.0002471229,0.0000873455,0.00009276913,0.00003881004,0.0001301615],"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":[0.0000582247,0.0002002948,0.001371818,0.00005214886,0.00006063249,0.0000321271,0.09301022,0.000001185348,0.001105548,0.8964885,0.003525684,0.00409357],"study_design_scores_gemma":[0.0008845463,0.0006295883,0.007299079,0.0001261654,0.00005370468,0.00001375774,0.02556258,0.0001890342,0.00001086613,0.8124587,0.1522708,0.0005011247],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9428397,0.001596625,0.01201569,0.002779518,0.0008030881,0.0004845113,0.0008627845,0.0001841148,0.03843393],"genre_scores_gemma":[0.9994996,0.0002883961,0.00003027317,0.00009070073,0.00005061313,1.36138e-7,0.000007912464,0.000005488363,0.00002693265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1487451,"threshold_uncertainty_score":0.9995988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09997835377309727,"score_gpt":0.2032502145789388,"score_spread":0.1032718608058415,"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."}}