{"id":"W7001354077","doi":"","title":"Intellectuals Postscript","year":2005,"lang":"en","type":"article","venue":"Murdoch Research Repository (Murdoch University)","topic":"Education, Philosophy, and Society","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Journalism; Narrative; Democracy; Churning; Public policy; Public opinion","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008153132,0.0002456899,0.000260955,0.000672497,0.002527448,0.0004824341,0.0008427947,0.000132939,0.002401791],"category_scores_gemma":[0.0001461746,0.0002565634,0.0002315024,0.0004168802,0.001220285,0.0008804744,0.0002281502,0.0007683173,0.000636709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006578559,"about_ca_system_score_gemma":0.000426258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000825775,"about_ca_topic_score_gemma":0.0005413162,"domain_scores_codex":[0.996869,0.0006317182,0.000287451,0.0005828973,0.0008392418,0.0007896657],"domain_scores_gemma":[0.9974412,0.0003977792,0.0000819066,0.0006577173,0.001123395,0.0002979692],"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":[0.0001061066,0.0006069682,0.0006752207,0.00007529492,0.0001874141,0.0001076584,0.09302692,0.00001159759,0.00217797,0.6569233,0.2444229,0.001678655],"study_design_scores_gemma":[0.0003795568,0.0001779645,0.0001858381,0.00004107884,0.00002438327,0.00001401239,0.02585015,0.00008948606,0.001573399,0.0009970969,0.970367,0.0003000935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2425225,0.0003658723,0.00001819129,0.00355528,0.0008564548,0.0003368076,0.00001287625,0.0002037127,0.7521283],"genre_scores_gemma":[0.6976829,0.000120617,0.0001031782,0.0002257664,0.002953173,0.00000387387,0.00001495005,0.00002951774,0.298866],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.725944,"threshold_uncertainty_score":0.9999887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1207700740503429,"score_gpt":0.3057214636894128,"score_spread":0.1849513896390699,"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."}}