{"id":"W2895571159","doi":"","title":"Système du LIA pour a campagne DEFT'10 : datation et localisation d'articles de presse francophones","year":2010,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Humanities; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006271751,0.001108995,0.0009037606,0.02965887,0.002101353,0.007657735,0.001034382,0.001488147,0.02807673],"category_scores_gemma":[0.01824061,0.0005229785,0.0009106455,0.01403321,0.001055129,0.00307613,0.002030074,0.0009444264,0.01807326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004394919,"about_ca_system_score_gemma":0.008241697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1117624,"about_ca_topic_score_gemma":0.06279015,"domain_scores_codex":[0.9940693,0.001079635,0.0007864226,0.00134942,0.00215143,0.0005638142],"domain_scores_gemma":[0.9762204,0.008820365,0.002190794,0.001952845,0.009170224,0.00164545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002522524,0.0002775708,0.09174668,0.003901135,0.0003114264,0.0008948878,0.006304046,0.005846654,0.02074875,0.01477028,0.2760652,0.5766109],"study_design_scores_gemma":[0.0001777661,0.0002744804,0.1214302,0.0009397598,0.0001985513,0.0006846404,0.004385068,0.01604897,0.01590441,0.002394436,0.8373185,0.0002431764],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2368542,0.01221748,0.08857333,0.009532718,0.002028752,0.002607845,0.4100992,0.04992858,0.1881578],"genre_scores_gemma":[0.4304558,0.004969789,0.1563011,0.0007342894,0.0008385408,0.002383038,0.2777994,0.0041755,0.1223426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1117624,"threshold_uncertainty_score":0.2222239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239385925718075,"score_gpt":0.2196992650087118,"score_spread":0.2073054057515311,"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."}}