{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005537856,0.0002816203,0.0002502607,0.00004787246,0.0007748678,0.0005694764,0.0007958807,0.0003222612,0.006759069],"category_scores_gemma":[0.002250594,0.0001563602,0.0001324213,0.000780626,0.0003190951,0.0005813569,0.0003419088,0.0005763119,0.0008915334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009953308,"about_ca_system_score_gemma":0.0002085333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007813777,"about_ca_topic_score_gemma":0.02286132,"domain_scores_codex":[0.993803,0.004111298,0.0004503266,0.0005599151,0.0005021808,0.0005732936],"domain_scores_gemma":[0.995415,0.001946711,0.0002630292,0.0003692436,0.001678576,0.0003274806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005725252,0.001449882,0.02396469,0.0001845587,0.00008422727,0.00002116579,0.01566283,0.0000332382,0.4634005,0.125733,0.084476,0.2849327],"study_design_scores_gemma":[0.0008788054,0.000005764923,0.5915686,0.001132288,0.00007356449,0.00009492422,0.002040027,0.0104791,0.1794548,0.01369355,0.1997015,0.0008769879],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7635875,0.001571327,0.007485572,0.2174724,0.0005130062,0.0004833408,0.00008660034,0.0001551514,0.008645108],"genre_scores_gemma":[0.9304162,0.00111628,0.007596436,0.0002657729,0.000188896,0.00005421543,0.0006399723,0.000007368738,0.05971485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5676039,"threshold_uncertainty_score":0.9998864,"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."}}