{"id":"W4249998386","doi":"10.1515/iupac.87.0452","title":"Neuropathy","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Chemical nomenclature; Relation (database); Computer science; Psychology; Chemistry; Linguistics; Philosophy; Data mining; Organic chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003531316,0.0004580893,0.0005159568,0.0001534765,0.0001237521,0.00006140829,0.0005760896,0.0001997939,0.003522171],"category_scores_gemma":[0.0009905219,0.0003303196,0.0001763301,0.0001103385,0.0001554439,0.00008397054,0.0002993452,0.0005328105,0.00002871785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001527208,"about_ca_system_score_gemma":0.0002653569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009707888,"about_ca_topic_score_gemma":0.00003428621,"domain_scores_codex":[0.9976035,0.0001570366,0.0004038572,0.0006139376,0.0007915075,0.0004301071],"domain_scores_gemma":[0.9983181,0.0002041096,0.0002943941,0.0007476967,0.0002821203,0.0001536305],"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":[0.0004123766,0.0001417925,0.00001275582,0.00008711514,0.00005011941,0.001240516,0.000007869321,8.896166e-8,0.00007681885,0.000007744731,0.9939176,0.004045229],"study_design_scores_gemma":[0.0004699491,0.001628651,0.0001053244,0.0004967056,0.00005612774,0.0001805982,0.00001094526,0.000004892922,0.000005989047,0.0001381836,0.9964768,0.0004258901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001589055,0.0004187232,0.00006746604,0.0002026647,0.0008475494,0.0001474494,0.996223,0.0002095248,0.0002945732],"genre_scores_gemma":[0.0003552909,0.0003514223,0.00005840486,0.0002755321,0.002156756,0.000008900525,0.9957796,0.0000658823,0.0009482563],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.003619339,"threshold_uncertainty_score":0.9999149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09466145105513456,"score_gpt":0.4963979580348152,"score_spread":0.4017365069796807,"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."}}