{"id":"W2992911841","doi":"10.4000/estampe.1061","title":"Kaos","year":2012,"lang":"fr","type":"article","venue":"Nouvelles de l estampe","topic":"Contemporary art, education, critique","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Psychology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00231242,0.0002164719,0.0002095575,0.00007466501,0.0005524195,0.00008989788,0.0003670959,0.0003061037,0.004958217],"category_scores_gemma":[0.0002508007,0.0002595281,0.0001307599,0.0004441471,0.0005737144,0.002344021,0.00004932878,0.0003021702,0.001965766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003454436,"about_ca_system_score_gemma":0.00154611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005755001,"about_ca_topic_score_gemma":0.001585977,"domain_scores_codex":[0.996929,0.001139846,0.0003125447,0.0002543607,0.0003309769,0.001033223],"domain_scores_gemma":[0.9984333,0.0003742939,0.0001223985,0.0003359276,0.0001249832,0.000609134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001169131,0.0006477278,0.05834138,0.00008099368,0.00003670249,0.000006617036,0.2185484,0.000003279113,0.0001391061,0.2995937,0.3988496,0.02374074],"study_design_scores_gemma":[0.0001388059,0.00003261732,0.007269451,0.00006940035,0.00003289938,0.00001249367,0.04046862,0.00002410421,0.0002326804,0.002809199,0.9486174,0.0002923461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4811788,0.0299905,0.0006716106,0.1714165,0.009846825,0.0005225487,0.00003781566,0.0001828909,0.3061524],"genre_scores_gemma":[0.6982129,0.004179013,0.002683065,0.001057178,0.003203998,0.00002437299,0.000009919298,0.00003134203,0.2905982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5497677,"threshold_uncertainty_score":0.9999857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03343218913460044,"score_gpt":0.3177661073819995,"score_spread":0.284333918247399,"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."}}