{"id":"W7031283143","doi":"","title":"Acknowledgments","year":2017,"lang":"en","type":"book-chapter","venue":"OpenEdition (OpenEdition)","topic":"Drug-Induced Hepatotoxicity and Protection","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social work; Work (physics); Social research","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001153384,0.0009213117,0.0008940864,0.0003977333,0.002135913,0.000299837,0.001098988,0.002483358,0.05156199],"category_scores_gemma":[0.0001794494,0.001024131,0.0004666087,0.00004829204,0.0005224851,0.005595679,0.0003897228,0.002945186,0.03468515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005025868,"about_ca_system_score_gemma":0.0003467266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002241846,"about_ca_topic_score_gemma":0.0006853904,"domain_scores_codex":[0.9963194,0.0002766936,0.0009089704,0.001104832,0.0006498879,0.0007402089],"domain_scores_gemma":[0.9964566,0.000251645,0.001135388,0.00102189,0.0005549212,0.0005796197],"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":[0.0007234059,0.0005909992,0.00005328374,0.000470996,0.001191314,0.0004509281,0.0001854319,0.0000745451,0.002106349,0.6754051,0.2021889,0.1165587],"study_design_scores_gemma":[0.001753087,0.0002130266,0.0003138833,0.0003642622,0.0004061904,0.00008291918,0.00001031931,0.00007329809,0.006658917,0.03093495,0.9581283,0.00106087],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001946649,0.0005483346,0.0001916638,0.007727404,0.01329432,0.001889045,0.001503959,0.0003101527,0.9743404],"genre_scores_gemma":[0.03398406,0.001780616,0.0001698298,0.02348348,0.004738029,0.0006296241,0.003443087,0.0001932525,0.931578],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7559394,"threshold_uncertainty_score":0.9993551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1449450477496679,"score_gpt":0.3960564839362526,"score_spread":0.2511114361865847,"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."}}