{"id":"W4240147062","doi":"10.1515/iupac.68.0030","title":"Chain Reaction","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Glossary; Terminology; Field (mathematics); Computer science; Linguistics; Philosophy; Mathematics","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":[0.0004297479,0.0005142167,0.0005735783,0.0001079432,0.0001352525,0.00008032383,0.0007754245,0.000896166,0.0162412],"category_scores_gemma":[0.001347433,0.0004289287,0.0002173065,0.0001263341,0.0001653244,0.00008417799,0.0003027492,0.001256104,0.00001013978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001348473,"about_ca_system_score_gemma":0.001162259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001712949,"about_ca_topic_score_gemma":0.0003338901,"domain_scores_codex":[0.9963475,0.00003242007,0.0004909676,0.0007184643,0.001718839,0.0006918479],"domain_scores_gemma":[0.9971825,0.0001167946,0.0003011163,0.001593813,0.0004939891,0.0003117145],"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":[0.0001179487,0.0001705102,0.000004717341,0.0006630133,0.0001276675,0.0001531413,0.000004281369,1.226149e-7,0.01011236,0.000002743054,0.9840839,0.004559612],"study_design_scores_gemma":[0.0008069589,0.00003212852,0.000001239946,0.0004992998,0.00006377875,0.00005083172,0.00001590628,0.000003462467,0.006547716,0.0001314623,0.9913663,0.0004809178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002539458,0.0002921258,0.00001214062,0.0007709671,0.0002642078,0.0000928006,0.9965006,0.0001553811,0.001657817],"genre_scores_gemma":[0.00001964442,0.001143341,0.00001757172,0.00006453423,0.002879304,0.00002791633,0.9829231,0.00006643657,0.01285818],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01623106,"threshold_uncertainty_score":0.9998162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821140861220174,"score_gpt":0.4064747465336265,"score_spread":0.3882633379214248,"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."}}