{"id":"W3044265216","doi":"10.14428/aes.v8i1.56533","title":"Métis : Ruse, intelligence, bricolage dans les systèmes complexes et les crises","year":2020,"lang":"fr","type":"article","venue":"Acta Europeana Systemica","topic":"Economic Development and Digital Transformation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Bricolage; Art; Literature","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001758967,0.001146299,0.001166118,0.002807383,0.002825051,0.01202992,0.0008354512,0.005041576,0.0432686],"category_scores_gemma":[0.007401651,0.0003157682,0.0006523808,0.003652703,0.004483179,0.009576322,0.001605894,0.005232298,0.003607324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005159963,"about_ca_system_score_gemma":0.002106032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02134694,"about_ca_topic_score_gemma":0.0109931,"domain_scores_codex":[0.9985863,0.0007986643,0.00005701766,0.0001915808,0.0002458944,0.0001205635],"domain_scores_gemma":[0.9980475,0.00124024,0.0002646925,0.000085828,0.0002099995,0.0001516891],"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":[0.00006726784,0.00001885526,0.0006215759,0.0002251585,0.00002250633,0.0001675847,0.001024097,0.0009855062,0.0001463796,0.9516844,0.02710467,0.01793201],"study_design_scores_gemma":[0.0001324479,0.00006400666,0.00701686,0.0006277821,0.00004222243,0.0009715239,0.003987352,0.01281605,0.0007692548,0.6271626,0.3463389,0.00007094967],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08513703,0.1619573,0.06320929,0.2975862,0.01895859,0.0001106745,0.002348897,0.0009655167,0.3697265],"genre_scores_gemma":[0.8128503,0.0318493,0.009110837,0.004339486,0.01097592,0.0002392629,0.0005569532,0.000270682,0.1298072],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0432686,"threshold_uncertainty_score":0.1447479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09512785187124513,"score_gpt":0.2359974670877542,"score_spread":0.1408696152165091,"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."}}