{"id":"W1567408640","doi":"10.1002/cssc.201500342","title":"Inside Back Cover: Activation of Ultrathin Films of Hematite for Photoelectrochemical Water Splitting via H<sub>2</sub> Treatment (ChemSusChem 9/2015)","year":2015,"lang":"en","type":"paratext","venue":"ChemSusChem","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Hematite; Photocurrent; Water splitting; Dielectric spectroscopy; Materials science; Oxide; Oxygen evolution; Artificial photosynthesis; Hydrogen; Electrochemistry; Stoichiometry; Photoelectrochemistry; Chemical engineering; Chemistry; Photocatalysis; Electrode; Catalysis; Optoelectronics; Metallurgy; Physical chemistry","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":[0.001479082,0.0007583999,0.001581596,0.0001989194,0.0002256717,0.00008412095,0.0006840628,0.00127256,0.00140355],"category_scores_gemma":[0.0004581598,0.0007010889,0.0005175038,0.0002670153,0.0005107748,0.0004090801,0.0001262753,0.0004448732,0.001229115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00178739,"about_ca_system_score_gemma":0.001643288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002568919,"about_ca_topic_score_gemma":0.00002022648,"domain_scores_codex":[0.9956456,0.000135799,0.001504365,0.0009176824,0.0007513735,0.001045215],"domain_scores_gemma":[0.9962035,0.0007454848,0.001300855,0.0006267387,0.0008051134,0.0003183285],"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":[0.0001591287,0.0002525364,0.00002498451,0.000650334,0.000393722,4.316453e-7,0.009651353,0.00001227186,0.8458896,0.00006262794,0.1420434,0.0008596425],"study_design_scores_gemma":[0.001500803,0.0001408508,0.000001552304,0.0003245318,0.0001056944,0.000001587399,0.001527789,0.00004857788,0.899597,0.0004818746,0.09562073,0.0006490024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8850132,0.0006593247,0.00125353,0.0004902596,0.00157104,0.003308534,0.0002295165,0.0001048031,0.1073697],"genre_scores_gemma":[0.9291425,0.001328648,0.01495637,0.0003084577,0.002136425,0.001279439,0.004772354,0.0003994284,0.04567635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06169339,"threshold_uncertainty_score":0.9995486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0296345755195988,"score_gpt":0.2979727089577142,"score_spread":0.2683381334381154,"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."}}