{"id":"W4234032980","doi":"10.1515/iupac.83.0192","title":"Photolysis","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Catalysis and Oxidation Reactions","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Photocatalysis; Glossary; Chemical nomenclature; Compendium; Terminology; Chemistry; Nanotechnology; Catalysis; Materials science; Organic chemistry; History; Philosophy; 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":[0.000174645,0.0003280979,0.0005186254,0.0002314229,0.00007401848,0.00004290817,0.0003191085,0.0003195763,0.0173704],"category_scores_gemma":[0.0004352513,0.0002527592,0.0003232902,0.0002600742,0.00004929862,0.00008027726,0.0001073636,0.0003942746,0.00002069164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003856097,"about_ca_system_score_gemma":0.0001816319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001620198,"about_ca_topic_score_gemma":0.0003298848,"domain_scores_codex":[0.9981074,0.00001576915,0.0004310049,0.0004035341,0.0007443269,0.00029797],"domain_scores_gemma":[0.99843,0.00009558286,0.0001809599,0.0008542592,0.0002775039,0.0001617182],"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":[0.00001658106,0.00009243305,8.033811e-7,0.00004685967,0.0001781292,0.00001180851,0.000002442683,0.00001020452,0.001192814,0.000009020277,0.9964707,0.001968137],"study_design_scores_gemma":[0.0003642904,0.0000145091,0.000002912784,0.0001250818,0.0002285443,0.000007148151,0.000007580027,0.00006352617,0.001129769,0.00001409744,0.997708,0.0003345533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007011199,0.0001989698,0.001244165,0.0002754654,0.0004021083,0.0001020905,0.9974669,0.0001231722,0.000117002],"genre_scores_gemma":[0.00003177108,0.0004550237,0.00002764371,0.0001039842,0.0008308843,0.00002144562,0.9966373,0.00003707622,0.001854817],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01734971,"threshold_uncertainty_score":0.9999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053546179309693,"score_gpt":0.3639827069703244,"score_spread":0.3534472451772275,"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."}}