{"id":"W2529137840","doi":"10.1002/cplu.201600436","title":"Catalytic Systems for Water Splitting","year":2016,"lang":"en","type":"editorial","venue":"ChemPlusChem","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Catalysis; Combinatorial chemistry; Environmental chemistry; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007326378,0.0007029962,0.0008797445,0.0001861526,0.000216373,0.0001210055,0.0008743026,0.001681884,0.00005854291],"category_scores_gemma":[0.0009018896,0.0004822335,0.0004323064,0.0001035582,0.0000817768,0.0002018042,0.0002656835,0.0005480984,0.0009332575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113903,"about_ca_system_score_gemma":0.0003431206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005946678,"about_ca_topic_score_gemma":0.00004376656,"domain_scores_codex":[0.9960639,0.00003479449,0.000679128,0.001049632,0.0009956862,0.001176845],"domain_scores_gemma":[0.996794,0.0008387439,0.0002931757,0.001115132,0.0007512391,0.000207747],"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":[0.00008365093,0.00001942036,5.382767e-7,0.0007911238,0.0002424634,0.00000949424,0.00007161233,0.00001550385,0.0229654,0.0007189675,0.9742711,0.000810683],"study_design_scores_gemma":[0.0008683694,0.00004517876,2.461942e-8,0.0002500753,0.0001338602,0.00000305365,0.00001205421,0.0000489296,0.3164947,0.0001719131,0.6814454,0.0005264008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005688873,0.0009376063,0.0002926594,0.0001217541,0.9748232,0.0004771691,0.00006419756,0.0004823722,0.0222322],"genre_scores_gemma":[0.008387291,0.00008681394,0.00007444926,0.00001890325,0.9157241,0.0003815811,0.004453306,0.0003545813,0.07051898],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2935293,"threshold_uncertainty_score":0.9998446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00864515345570509,"score_gpt":0.2390723026429851,"score_spread":0.23042714918728,"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."}}