{"id":"W1937855216","doi":"10.1080/00455091.2015.1079002","title":"Who's afraid of the big bad wolf? The interweaving of values and science","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Philosophy","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Research Council Canada","keywords":"Epistemology; Scientific evidence; Process (computing); Raw data; Psychology; Philosophy; Computer science; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00091748,0.00008365404,0.0001748201,0.0002684541,0.0005243587,0.0000811175,0.0008535348,0.00001847976,0.00004504054],"category_scores_gemma":[0.0002220294,0.000047543,0.0000823827,0.0001426878,0.005982849,0.0003677324,0.00004452715,0.0001805657,0.000001448631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007446557,"about_ca_system_score_gemma":0.001322897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001347216,"about_ca_topic_score_gemma":0.004043229,"domain_scores_codex":[0.9990358,0.00004409406,0.0002991588,0.00009329927,0.0003568258,0.0001708747],"domain_scores_gemma":[0.9986286,0.00004279034,0.0003429572,0.0002019848,0.0004755188,0.0003081659],"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":[0.00002162325,0.00002578194,0.001743876,0.00003949596,0.00003491844,0.00001271629,0.1426365,0.00002770995,0.000888204,0.8477952,0.003766187,0.003007728],"study_design_scores_gemma":[0.0005673707,0.000613303,0.004264234,0.0007222602,0.00007850761,0.0001066161,0.008117316,0.00005262865,0.001338901,0.8970209,0.08685815,0.0002597629],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7914895,0.003248498,0.000005659933,0.01337672,0.002833553,0.0001155579,0.00003999876,0.000003357388,0.1888872],"genre_scores_gemma":[0.9987101,0.000006510497,0.00001902858,0.000394894,0.0006484577,3.428392e-7,4.985856e-8,0.000005006222,0.0002156069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2072206,"threshold_uncertainty_score":0.9967223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0714562079156887,"score_gpt":0.2242742278259913,"score_spread":0.1528180199103026,"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."}}