{"id":"W6888772670","doi":"10.22034/jpiut.2023.16582","title":"Popper’s Sociology of Science and Its Political Deficit","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Open society; Politics; Karl popper; Impossibility; Openness to experience; Reading (process); Context (archaeology); Falsifiability; Vocabulary","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001881113,0.0001747889,0.0004847482,0.001068615,0.001055871,0.0004886958,0.00219255,0.0000554269,0.005094345],"category_scores_gemma":[0.0005041355,0.0001520838,0.00008657136,0.000454623,0.006520165,0.002332894,0.0008396201,0.0002414061,0.00004888264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008187154,"about_ca_system_score_gemma":0.0003109181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003703286,"about_ca_topic_score_gemma":0.00004817218,"domain_scores_codex":[0.9977328,0.0000878152,0.0005192927,0.0003823191,0.0007523051,0.0005255312],"domain_scores_gemma":[0.9983092,0.0002555608,0.0003380771,0.0002312508,0.0005810666,0.0002848301],"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":[0.00005567927,0.0001285263,0.009094147,0.0001093551,0.00003901051,0.00002084036,0.007502921,0.00000744311,0.07056678,0.8920084,0.01913748,0.001329367],"study_design_scores_gemma":[0.0009016352,0.000121585,0.2813393,0.0005146198,0.0001250164,0.00003632803,0.006696818,0.0003501845,0.01455535,0.589169,0.10509,0.001100175],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9017934,0.004392237,0.000001866129,0.001125401,0.0007926392,0.000164337,0.00006583296,0.00004259517,0.09162171],"genre_scores_gemma":[0.9975052,0.0008413795,0.0000122597,0.0004532773,0.0002334035,0.000008998029,0.000002009655,0.000014598,0.0009288362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3028394,"threshold_uncertainty_score":0.9961835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4615595792472662,"score_gpt":0.5397040584442265,"score_spread":0.07814447919696033,"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."}}