{"id":"W2994741874","doi":"10.4000/estampe.768","title":"Ouverture et introduction","year":2014,"lang":"fr","type":"article","venue":"Nouvelles de l estampe","topic":"Diverse Cultural and Historical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"Ministère de l'Intérieur","keywords":"Environmental 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004291821,0.0001639947,0.0002049325,0.00002467959,0.0006530224,0.00007382983,0.0001978184,0.0002056253,0.001478279],"category_scores_gemma":[0.0003552335,0.0001423517,0.0001170812,0.0003104912,0.0005475126,0.0002191249,0.0000777786,0.0002547471,0.0009747504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004241712,"about_ca_system_score_gemma":0.00008929727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004148142,"about_ca_topic_score_gemma":0.003024727,"domain_scores_codex":[0.998565,0.0002788525,0.000152409,0.0002879786,0.000292721,0.0004230471],"domain_scores_gemma":[0.9994016,0.00011288,0.00007883811,0.0001211016,0.0001166555,0.0001689734],"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":[0.00001059767,0.00008816548,0.000191396,0.00002613827,0.00002531287,0.000002120807,0.0225923,0.0000429088,0.00004874491,0.5935394,0.3207795,0.06265352],"study_design_scores_gemma":[0.0001420901,0.00008914203,0.000865144,0.00002057013,0.00004465224,0.000002028959,0.007475899,0.00007728043,0.00001524675,0.003997119,0.9870715,0.0001993599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03850783,0.008305354,0.001363743,0.3639944,0.01902849,0.00027101,0.00002510232,0.0002460713,0.568258],"genre_scores_gemma":[0.6635826,0.009896619,0.002105223,0.004216928,0.01046809,0.00001348814,0.00001505256,0.00002345108,0.3096786],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.666292,"threshold_uncertainty_score":0.9998031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017297169873833,"score_gpt":0.2601955673614764,"score_spread":0.240022595662738,"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."}}