{"id":"W4249775482","doi":"10.1515/iupac.79.2072","title":"Summation (in Neurophysiology)","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Infant Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Chemical nomenclature; Multidisciplinary approach; Computer science; Toxicology; Chemistry; Philosophy; Biology; Linguistics; Sociology; Social science","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":[0.00100102,0.0003664193,0.000724308,0.0003937531,0.00036922,0.000005774751,0.0003282092,0.0007809419,0.004989419],"category_scores_gemma":[0.00093704,0.0002665165,0.00007297537,0.0002342812,0.00006504999,0.0000732039,0.0002045595,0.001449824,0.00007600226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011152,"about_ca_system_score_gemma":0.004308742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005481638,"about_ca_topic_score_gemma":0.002928035,"domain_scores_codex":[0.9960304,0.0006274323,0.001203174,0.0005132905,0.0006622008,0.0009635207],"domain_scores_gemma":[0.9977328,0.0004021537,0.0005059679,0.000675509,0.0004635097,0.0002200433],"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":[0.0003100368,0.00006619302,0.0001181417,0.0007025805,0.00001043925,0.00004457503,0.00006076194,5.249807e-7,0.000006328265,0.00002042908,0.996515,0.002144975],"study_design_scores_gemma":[0.001352834,0.0001094767,0.003073932,0.001146786,0.00001189392,0.000001168888,0.00004709936,0.000003554991,7.422207e-7,0.0002530371,0.9937117,0.0002877744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009096075,0.000150373,0.00003111479,0.001632431,0.00308789,0.00106351,0.9928012,0.0000686987,0.0002551278],"genre_scores_gemma":[0.00002348141,0.001749923,0.00005168817,0.003809094,0.001291204,0.0001249696,0.9921099,0.00003468692,0.0008050371],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.004913416,"threshold_uncertainty_score":0.9999787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03573404701272909,"score_gpt":0.5132981080904632,"score_spread":0.4775640610777341,"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."}}