{"id":"W4399618344","doi":"10.4000/11tfp","title":"Écologie cybernétique : le retour de l’utopie ou une alternative possible ?","year":2024,"lang":"fr","type":"article","venue":"Belphégor","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004336272,0.0002600494,0.00024607,0.0001608657,0.000908003,0.0005293887,0.0004730063,0.0001474932,0.001097441],"category_scores_gemma":[0.00005409756,0.0002562409,0.0001915201,0.0001516528,0.001198247,0.000724428,0.00008138093,0.0004629477,0.0008727625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003490301,"about_ca_system_score_gemma":0.000682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005161731,"about_ca_topic_score_gemma":0.001797929,"domain_scores_codex":[0.998297,0.00008754489,0.0002856269,0.0004982331,0.0002475297,0.0005840904],"domain_scores_gemma":[0.9992509,0.000147209,0.00007398693,0.000255074,0.00009010143,0.0001827058],"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":[0.00001549728,0.0001576009,0.000007322256,0.0001341269,0.00004307702,0.0004895616,0.01157159,0.00003580945,0.0002970316,0.9239756,0.04481008,0.01846268],"study_design_scores_gemma":[0.0001464547,0.0002739368,0.0002783867,0.0002480375,0.00004392082,0.00003919976,0.000987072,0.0007583116,0.0004557618,0.308174,0.6883241,0.0002708516],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02373883,0.04445437,0.0002474434,0.1371969,0.006754948,0.0002803081,0.0002203727,0.0003227404,0.7867841],"genre_scores_gemma":[0.6723543,0.0007349986,0.0003683115,0.001334512,0.003425083,0.00002309221,0.000006030466,0.00002747685,0.3217262],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6486154,"threshold_uncertainty_score":0.999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06490200495975741,"score_gpt":0.2835009907464844,"score_spread":0.218598985786727,"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."}}