{"id":"W2042154975","doi":"10.1002/cssc.201402639","title":"Back Cover: New Hydrogen‐Evolution Heteronanostructured Photocatalysts: Pt‐Nb3O7(OH) and Cu‐Nb3O7(OH) (ChemSusChem 8/2014)","year":2014,"lang":"en","type":"paratext","venue":"ChemSusChem","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Hydrogen; Photochromism; Photocatalysis; Photochemistry; Materials science; Hydrogen production; Cover (algebra); Metal; Chemistry; Inorganic chemistry; Catalysis; Metallurgy","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001775589,0.008426781,0.008317482,0.002427902,0.00160323,0.001182276,0.005116732,0.008696558,0.0007399462],"category_scores_gemma":[0.000947837,0.009508912,0.003634217,0.00376558,0.002482714,0.002721234,0.003379866,0.00699548,0.02131343],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005039243,"about_ca_system_score_gemma":0.002060001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000674189,"about_ca_topic_score_gemma":0.001288991,"domain_scores_codex":[0.9722357,0.001013145,0.006431133,0.009529913,0.004257786,0.006532363],"domain_scores_gemma":[0.9782581,0.001118623,0.005954581,0.009195685,0.001701841,0.003771175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001176659,0.0005655994,0.00004870895,0.001917115,0.0019979,0.0001246155,0.0004528336,0.0006273665,0.7849155,0.000208374,0.1943879,0.01357736],"study_design_scores_gemma":[0.005743831,0.0006502366,0.00007638193,0.001593374,0.001709023,0.000583783,0.0001636992,0.0007616674,0.8486477,0.002182212,0.1298009,0.008087208],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443052,0.01280725,0.007572666,0.0002909071,0.004007816,0.008220277,0.001975188,0.002977784,0.01784294],"genre_scores_gemma":[0.9446106,0.01292504,0.002292351,0.001521204,0.00643699,0.00265524,0.02299074,0.003463325,0.003104528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06458704,"threshold_uncertainty_score":0.9998546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009450201612200504,"score_gpt":0.2316898476051135,"score_spread":0.222239645992913,"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."}}