{"id":"W4409319864","doi":"10.1142/9781800616134_0002","title":"The Power of Scientific Knowledge and Its Limits","year":2025,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC (EUROPE) eBooks","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Power (physics); Sociology of scientific knowledge; Sociology; Social science; Physics","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":[0.01275103,0.0008924935,0.001775991,0.003290207,0.004160067,0.02158917,0.002136149,0.006832479,0.008381464],"category_scores_gemma":[0.02743167,0.0009972454,0.0006832813,0.003957762,0.07299849,0.03499472,0.008378619,0.01116872,0.002438014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005826314,"about_ca_system_score_gemma":0.004444591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003009093,"about_ca_topic_score_gemma":0.002318187,"domain_scores_codex":[0.9916979,0.00356652,0.0002924875,0.0009082024,0.003020112,0.0005147014],"domain_scores_gemma":[0.9617923,0.03219775,0.000709178,0.003195426,0.001381553,0.0007237697],"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":[0.000005641922,0.000004211909,0.00001948069,0.00002655125,0.00000333056,0.00001338275,0.0004732259,0.0001361587,0.0000342283,0.9931964,0.002125705,0.00396166],"study_design_scores_gemma":[0.000003450319,0.000001463015,0.00001779702,0.0000355126,0.00000102397,0.00001248679,0.0000811167,0.0001053999,0.00001949675,0.9820488,0.01767034,0.000003086164],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005157188,0.05520871,0.01929753,0.05332658,0.00128631,0.00002574128,0.0001165875,0.00008763048,0.8654938],"genre_scores_gemma":[0.7197749,0.05727921,0.02524463,0.01980093,0.01006429,0.0005277314,0.0002221787,0.000461206,0.1666249],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02158917,"threshold_uncertainty_score":0.06743467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07950692013176866,"score_gpt":0.3641260119419599,"score_spread":0.2846190918101913,"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."}}