{"id":"W4252345943","doi":"10.1515/iupac.68.0155","title":"Reaction Dynamics","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Glossary; Terminology; Field (mathematics); Computer science; Dynamics (music); Linguistics; Philosophy; Sociology; Mathematics; Pedagogy","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"],"consensus_categories":[],"category_scores_codex":[0.0003261642,0.0003793834,0.0003974257,0.0001236671,0.00008582309,0.00002647395,0.0003580954,0.0006474123,0.0002592802],"category_scores_gemma":[0.0001516949,0.0003173372,0.0002895774,0.0001306385,0.000103033,0.000002462289,0.0001961097,0.000207069,0.000002255948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002751883,"about_ca_system_score_gemma":0.0004530402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004790098,"about_ca_topic_score_gemma":0.002994541,"domain_scores_codex":[0.9980554,0.00008711213,0.000350561,0.0006221483,0.0005356631,0.0003491002],"domain_scores_gemma":[0.9980379,0.000009221757,0.0002730876,0.001174465,0.0003680555,0.0001372154],"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":[0.00009290664,0.00006877074,0.00002128217,0.00003129971,0.0002839533,0.000008728531,4.443102e-7,0.00001095495,0.001403821,0.000001820881,0.9944485,0.003627487],"study_design_scores_gemma":[0.0003733088,0.0001658883,0.00004288696,0.00005900128,0.0002270875,0.00001907317,0.000006939599,0.00002485347,0.0003723525,0.00003010477,0.9982899,0.0003886238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001604129,0.0009849572,0.0005372837,0.0002005133,0.0004924287,0.0001325535,0.995993,0.00001794381,0.00003723689],"genre_scores_gemma":[0.0003067077,0.002367496,0.0000358675,0.000124353,0.001926198,0.00001004348,0.9938793,0.00004807214,0.001301989],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.003841349,"threshold_uncertainty_score":0.9999279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0063447887283292,"score_gpt":0.3413813164770759,"score_spread":0.3350365277487467,"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."}}