{"id":"W7107947492","doi":"10.13137/2036-9972/37294","title":"Conversation with Paul Dumouchel","year":2025,"lang":"it","type":"article","venue":"OpenstarTs (Univeristy of Trieste https://www.units.it/)","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conversation; Ambivalence; Politics; Ivory tower; Scarcity; Moral philosophy; Academic freedom","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":["sts"],"category_scores_codex":[0.001690433,0.0007099482,0.001209812,0.0004352366,0.001726704,0.000345589,0.001296338,0.0008945589,0.002074391],"category_scores_gemma":[0.001250232,0.0007287564,0.000218927,0.003797882,0.004643324,0.001563567,0.0004117989,0.001363158,0.0006365822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005050762,"about_ca_system_score_gemma":0.004188902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007202325,"about_ca_topic_score_gemma":0.002143175,"domain_scores_codex":[0.9944177,0.0009245006,0.0009991879,0.0009850524,0.001385067,0.001288511],"domain_scores_gemma":[0.9944916,0.001087183,0.0007103063,0.001041907,0.002019437,0.0006495186],"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":[0.001337343,0.0004709466,0.0008643219,0.0007787966,0.0006417432,0.0001904744,0.04639838,0.00007015009,0.00009463805,0.8860629,0.06145765,0.001632691],"study_design_scores_gemma":[0.004914119,0.001143067,0.00314456,0.002730753,0.001090468,0.000009320482,0.169406,0.000871393,0.0004834697,0.03498771,0.7796146,0.00160453],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08555996,0.0004920058,0.0007699723,0.1432161,0.002109465,0.001803311,0.0007053288,0.0001827286,0.7651612],"genre_scores_gemma":[0.8924753,0.0009659007,0.0002735931,0.003442467,0.000294682,0.0000148508,0.0001474136,0.00005038122,0.1023354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8510752,"threshold_uncertainty_score":0.9995729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05644464073119201,"score_gpt":0.3010652014589218,"score_spread":0.2446205607277298,"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."}}