{"id":"W4400513733","doi":"10.5117/9789048564552_ch02","title":"Ten Statements on Technics","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Cybernetics and Technology in Society","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"Historiography; Politics; Generative grammar; Warrant; Sociology; Accountability; Power (physics); Work (physics); Economic Justice; Political science; Public relations; Media studies; Engineering; Law; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004863751,0.0002267549,0.0001828131,0.00008695624,0.00009861683,0.0001120956,0.0001788628,0.0002504773,0.01831181],"category_scores_gemma":[0.000001331783,0.0001737272,0.0001550495,0.000003634723,0.0002696747,0.00002137521,0.0001188831,0.0004987025,0.004385368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005336525,"about_ca_system_score_gemma":0.00001388914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001762917,"about_ca_topic_score_gemma":0.0001434996,"domain_scores_codex":[0.9992197,7.502646e-7,0.0001951209,0.000262706,0.0001787289,0.0001430077],"domain_scores_gemma":[0.9995579,0.00001738828,0.00005431043,0.0003013921,0.00004426953,0.00002471025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[7.428044e-7,0.000007169311,9.293336e-8,0.00001763791,0.000102131,0.00001072407,0.0004102519,4.498434e-8,2.728476e-7,0.8136701,0.1831412,0.002639607],"study_design_scores_gemma":[0.00002878089,0.00005768404,3.943385e-8,0.00006192595,0.00003620555,4.542068e-7,0.00008459596,0.000002738099,0.000003614431,0.4001087,0.5994869,0.0001283499],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007306127,0.0003602424,0.000001672303,0.0007024317,0.0007518845,0.0001615737,0.000164348,0.0005044346,0.9973461],"genre_scores_gemma":[0.001958583,0.0004201581,0.00003167711,0.0005009645,0.000335713,0.00001061735,0.00005028947,0.00006752081,0.9966245],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4163457,"threshold_uncertainty_score":0.9963898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03777741097538637,"score_gpt":0.2684419746311144,"score_spread":0.230664563655728,"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."}}