{"id":"W4300121581","doi":"","title":"L'inra modélise les interactions produits-process","year":2015,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Mod; Mathematics; Combinatorics","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":[0.002429821,0.002080379,0.001719384,0.001362819,0.001308176,0.008212267,0.002393217,0.004719084,0.02323872],"category_scores_gemma":[0.007359246,0.001560458,0.003269612,0.001380681,0.001338938,0.004629995,0.00174148,0.004572948,0.006952195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003568308,"about_ca_system_score_gemma":0.00457968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0889212,"about_ca_topic_score_gemma":0.04172866,"domain_scores_codex":[0.9966949,0.001226377,0.0001325556,0.000452739,0.001271701,0.0002216633],"domain_scores_gemma":[0.9963706,0.002422542,0.0001361365,0.000466933,0.0004621652,0.0001417463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002771116,0.0001705696,0.001783249,0.0004737456,0.0001764102,0.0004743456,0.0006940067,0.7294639,0.002537931,0.2166004,0.008439287,0.03890885],"study_design_scores_gemma":[0.0001171518,0.00004488879,0.0003914126,0.00009724186,0.00004798768,0.0001209501,0.000111725,0.9069828,0.001973935,0.029703,0.0603657,0.0000431718],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03124797,0.002124664,0.8926952,0.003249278,0.0006627525,0.0003472376,0.003811343,0.007093838,0.05876772],"genre_scores_gemma":[0.4489901,0.003177077,0.4282954,0.0004816971,0.0003428441,0.001316376,0.005629889,0.002457798,0.1093087],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0889212,"threshold_uncertainty_score":0.1768072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03276774870309868,"score_gpt":0.2532234902203275,"score_spread":0.2204557415172288,"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."}}