{"id":"W6930241614","doi":"10.5281/zenodo.12203050","title":"livre jaune n 4 pdf","year":2024,"lang":"fr","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Modernity; Tropical fruit; Amazon rainforest","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006233176,0.0004709259,0.0003832423,0.0004467144,0.001457343,0.001615865,0.001563738,0.000262453,0.6374553],"category_scores_gemma":[0.0009073767,0.0005020221,0.0001826071,0.0006341765,0.0004408759,0.000170036,0.002499523,0.001020857,0.7810965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002984494,"about_ca_system_score_gemma":0.000006732884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006180801,"about_ca_topic_score_gemma":4.327038e-7,"domain_scores_codex":[0.9966637,0.0006520534,0.0004408653,0.001045413,0.0005026916,0.0006952966],"domain_scores_gemma":[0.9983268,0.0000547699,0.0002279811,0.0006873215,0.0003866186,0.000316543],"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":[0.0001110125,0.0002554729,0.000001298856,0.0008218026,0.0002744375,0.000538242,0.001480691,0.000004703508,0.002768654,0.0135566,0.8582813,0.1219058],"study_design_scores_gemma":[0.0003150807,0.001415189,0.0001116542,0.001063603,0.00008532292,0.0008166708,0.0004147251,0.0005232145,0.00004577571,0.0006444812,0.99405,0.0005142285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001293751,0.00239915,0.0009414064,0.001124754,0.0007347321,0.0005084059,0.0005879322,0.001732719,0.9906772],"genre_scores_gemma":[0.03769387,0.0004584948,0.0005520356,0.0001243547,0.001788008,5.43556e-8,0.001151531,0.01270705,0.9455246],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1436413,"threshold_uncertainty_score":0.9998426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1139896075951389,"score_gpt":0.3277900595084,"score_spread":0.2138004519132611,"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."}}