{"id":"W4283689389","doi":"10.1002/smm2.1137","title":"Front Cover Image: Volume 3 Issue 2","year":2022,"lang":"en","type":"paratext","venue":"SmartMat","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"","keywords":"Ruthenium; Front cover; Nanoclusters; Dissociation (chemistry); Platinum; Electron transfer; Electrolysis of water; Materials science; Electrolysis; Chemistry; Nanotechnology; Cover (algebra); Chemical physics; Photochemistry; Electrode; Physical chemistry; Catalysis; Electrolyte","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":["insufficient_payload"],"category_scores_codex":[0.0002584838,0.0006481765,0.0007637652,0.0003104827,0.0003240166,0.0001107938,0.0009312764,0.0004771413,0.6856866],"category_scores_gemma":[0.00005916978,0.0006902708,0.0004023868,0.0002823568,0.00009990463,0.000247597,0.0006061041,0.001015315,0.6279455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001189399,"about_ca_system_score_gemma":0.0003604851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004776079,"about_ca_topic_score_gemma":0.0003068783,"domain_scores_codex":[0.9965817,0.0002090454,0.0004971639,0.0008995506,0.0009843654,0.0008281878],"domain_scores_gemma":[0.9980108,0.00006120236,0.0003159764,0.00126133,0.0001614296,0.0001892568],"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":[0.00006594139,0.00005482573,0.000003207103,0.0001241084,0.0001959612,0.00006528756,0.00009068708,0.001130751,0.001143636,0.0001781311,0.9952733,0.001674175],"study_design_scores_gemma":[0.0004792551,0.0001265449,0.000007514821,0.00003332784,0.000114422,0.00002727004,0.00003058255,0.0002145921,0.004191349,0.000073444,0.9939532,0.0007484436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000447307,0.002969327,0.0001063609,0.0005274243,0.009832948,0.0002333636,0.00009319585,0.0002186611,0.9855714],"genre_scores_gemma":[0.001414014,0.0004737325,0.0001951026,0.000837609,0.001776794,0.0001399062,0.005915053,0.0002623988,0.9889854],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05774106,"threshold_uncertainty_score":0.9995549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005727124440286432,"score_gpt":0.2223917050255187,"score_spread":0.2166645805852323,"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."}}