{"id":"W6893637943","doi":"10.5281/zenodo.3789259","title":"Lithinini","year":2010,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Phytochemical Studies and Bioactivities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Canadian Food Inspection Agency; Royal Alberta Museum; Calgary Laboratory Services; Natural Resources Canada","funders":"","keywords":"Product (mathematics); Identification (biology); Set (abstract data type)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001782626,0.00007970127,0.000064452,0.00002561002,0.0008393117,0.000158531,0.0004027207,0.00006771664,0.002222105],"category_scores_gemma":[0.0002827806,0.00007518184,0.00004061118,0.00009101941,0.000153741,0.000006079865,0.0007166756,0.0001664744,0.0006847196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008430169,"about_ca_system_score_gemma":0.000001478507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004046842,"about_ca_topic_score_gemma":5.13147e-7,"domain_scores_codex":[0.9993176,0.0000404786,0.00008992478,0.0002392901,0.0001129546,0.0001997747],"domain_scores_gemma":[0.9994535,0.000004039244,0.00003473105,0.0002595571,0.0001626252,0.00008553795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003886958,0.00005906688,0.000006917526,0.000009233632,0.00002665228,0.00000130391,0.0000839114,6.357272e-7,0.8169152,0.0008990435,0.1472385,0.03472068],"study_design_scores_gemma":[0.0001740756,0.0001342145,0.0003682859,0.00000248253,0.00000350785,0.00003527461,0.00007684307,0.000008059219,0.06711293,0.00008518931,0.9319012,0.00009793736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.68327,0.0001111038,0.0007048398,0.0008686429,0.0002156028,0.0002155955,0.0001397753,0.0002322673,0.3142422],"genre_scores_gemma":[0.9973372,0.00005886193,0.0002048755,0.0001845745,0.0003568396,2.504928e-8,0.0006254272,0.0003401286,0.0008920449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7846627,"threshold_uncertainty_score":0.99869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732473335510104,"score_gpt":0.2353504816207588,"score_spread":0.2180257482656577,"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."}}