{"id":"W4247791705","doi":"10.1007/978-94-007-0753-5_104167","title":"Technocratic Knowledge","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Technocracy; Political science; Law; Politics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003025655,0.0005554482,0.0004399132,0.002247782,0.003504912,0.01026667,0.001262135,0.00338143,0.02370617],"category_scores_gemma":[0.004538438,0.0003303124,0.000281131,0.002063366,0.0270963,0.0080884,0.003288413,0.005312654,0.00513397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005302287,"about_ca_system_score_gemma":0.006035244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003003912,"about_ca_topic_score_gemma":0.005906316,"domain_scores_codex":[0.9972645,0.001063049,0.00008555766,0.000340436,0.001018719,0.0002277199],"domain_scores_gemma":[0.9976654,0.001247358,0.000125088,0.0005482109,0.00028525,0.0001287498],"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":[0.00000107442,0.000003935144,0.00001156603,0.00001544177,0.000001005775,0.00000755703,0.0005016956,0.00005654691,0.0000125007,0.986829,0.007681686,0.004878032],"study_design_scores_gemma":[0.000003063824,0.000004390752,0.00008698728,0.00019248,0.00000193933,0.00003983639,0.0004220226,0.0001838315,0.00008736714,0.6389413,0.3600314,0.00000529073],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008437492,0.00400509,0.004702011,0.00756086,0.0005329369,0.00001388358,0.00002124058,0.00002856634,0.9822917],"genre_scores_gemma":[0.2291901,0.01132095,0.005492112,0.007974736,0.002600574,0.0001542984,0.0001259056,0.0001853787,0.742956],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9964951,"threshold_uncertainty_score":0.07930505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04414403588908435,"score_gpt":0.223887376386731,"score_spread":0.1797433404976466,"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."}}