{"id":"W2751466310","doi":"10.1016/j.joule.2017.08.010","title":"“One-Pot” Solar Fuels","year":2017,"lang":"en","type":"article","venue":"Joule","topic":"Chemical Looping and Thermochemical Processes","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Elegance; Nanotechnology; Environmentally friendly; Process (computing); Chemistry; Pride; Biochemical engineering; Computer science; Engineering; Materials science; Political science; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00003186267,0.00006411674,0.00009250887,0.000008934221,0.00009442154,0.00007018373,0.0002200359,0.00006132868,0.0001164803],"category_scores_gemma":[0.00008313311,0.00006519066,0.00003404342,0.00001494135,0.00003039715,0.00009537463,0.00003688789,0.0001198915,0.0001993491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001444526,"about_ca_system_score_gemma":0.00000394496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005000146,"about_ca_topic_score_gemma":9.258606e-7,"domain_scores_codex":[0.9996284,0.000001473049,0.00007511085,0.00008114317,0.0000695965,0.0001442415],"domain_scores_gemma":[0.999603,0.00001543819,0.00001728516,0.0002900838,0.00001420375,0.00005994006],"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":[0.0000049448,0.00003613774,0.0004382687,0.0002525462,0.00004778643,0.000004678973,0.00007194946,0.00005645021,0.9661162,0.000273231,0.006414965,0.02628285],"study_design_scores_gemma":[0.0001851994,0.000005662801,0.0011063,0.00004687014,0.000009076546,0.000001702428,0.000004399344,0.0006560512,0.9734983,0.007818818,0.0165006,0.0001670491],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.818414,0.000431207,0.0005207679,0.0002586682,0.000261432,0.00003977056,0.000004315597,0.00037988,0.17969],"genre_scores_gemma":[0.9990368,0.00003517918,0.0002886906,0.00003641871,0.0002032344,0.000003854701,0.00000198634,0.00001727875,0.0003765938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1806228,"threshold_uncertainty_score":0.2658398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839157706490181,"score_gpt":0.233394291131417,"score_spread":0.2150027140665152,"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."}}