{"id":"W4234422871","doi":"10.1515/iupac.83.0182","title":"Photoelectrosynthesis","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Glossary; Chemical nomenclature; Photocatalysis; Compendium; Terminology; Chemistry; Nanotechnology; Catalysis; Materials science; Organic chemistry; Philosophy; History; Archaeology","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":[0.0000493077,0.0004724919,0.0005553573,0.0001616461,0.00003832345,0.00002348618,0.0005689397,0.000599998,0.001290663],"category_scores_gemma":[0.0005269768,0.0003718838,0.0001327651,0.0001821167,0.0001313192,0.00006231218,0.00009328278,0.0006079566,0.000005398717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007102424,"about_ca_system_score_gemma":0.00002603215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000575116,"about_ca_topic_score_gemma":0.00005843127,"domain_scores_codex":[0.998238,0.000009528592,0.0003246944,0.0003449398,0.000521894,0.0005609725],"domain_scores_gemma":[0.9987729,0.0001198452,0.00006646213,0.0008442902,0.0001055855,0.00009092804],"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":[0.0000143829,0.00002103442,1.991193e-7,0.0001110866,0.00007383854,0.00002836971,6.515534e-7,0.00002336122,0.008025867,0.000002052499,0.9832143,0.008484902],"study_design_scores_gemma":[0.0001840778,0.00003500495,3.483452e-7,0.0001717743,0.00004243228,0.000008694267,0.000003488872,0.00001553333,0.07645095,0.0004578516,0.9221764,0.0004534312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002237335,0.001087934,0.0004389962,0.0001063774,0.0003033664,0.0001464693,0.9961229,0.001498758,0.0000714595],"genre_scores_gemma":[0.0001119156,0.003967084,0.0001642408,0.0000407465,0.0003232972,0.00002331295,0.9952011,0.00008892392,0.00007944205],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06842508,"threshold_uncertainty_score":0.9998733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007546754155054643,"score_gpt":0.3320457678043331,"score_spread":0.3244990136492785,"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."}}