{"id":"W4247111864","doi":"10.1515/iupac.83.0052","title":"Deep Energy Trap","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":"Glossary; Photocatalysis; 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":[0.0001283667,0.0003434262,0.0004832327,0.0002142515,0.00007191738,0.00004063682,0.0003198967,0.0003613929,0.009270295],"category_scores_gemma":[0.0002504489,0.0002704754,0.0002843481,0.0002104236,0.00005107549,0.00008338547,0.00008402982,0.0003176491,0.000006607056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003424659,"about_ca_system_score_gemma":0.0001648537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002147881,"about_ca_topic_score_gemma":0.001049989,"domain_scores_codex":[0.9981455,0.00001800874,0.0004356623,0.0004012383,0.0006791364,0.0003204881],"domain_scores_gemma":[0.9985684,0.00009674641,0.0001658892,0.0007451922,0.000242098,0.0001816519],"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":[0.00001959671,0.0000984521,2.286738e-7,0.00003390094,0.000140049,0.00001307068,0.000002559595,0.00004095858,0.0005035322,0.00009118027,0.9915617,0.007494805],"study_design_scores_gemma":[0.0004194471,0.0000208342,0.000001762111,0.00009645646,0.0001445389,0.000009791755,0.000007493407,0.0003044828,0.0006209385,0.00004095699,0.9979777,0.000355629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000007853582,0.0004280035,0.0170731,0.0002818081,0.0004613843,0.00005063649,0.9814464,0.0001144897,0.0001363251],"genre_scores_gemma":[0.00004135826,0.0008057883,0.00003419959,0.000155965,0.001151011,0.0000192924,0.9962506,0.00004284019,0.001498896],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0170389,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009527371390990675,"score_gpt":0.3406653534959256,"score_spread":0.3311379821049349,"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."}}