{"id":"W4205355636","doi":"10.1016/j.joule.2021.12.014","title":"A super basic strategy","year":2022,"lang":"en","type":"article","venue":"Joule","topic":"CO2 Reduction Techniques and Catalysts","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Carbonate; Hydroxide; Electrolyte; Chemistry; Carbon fibers; Inorganic chemistry; Chemical engineering; Materials science; Organic chemistry; Engineering; Physical chemistry; Composite material","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007843535,0.000048357,0.00006153502,0.00004270406,0.0001292867,0.00001433558,0.00009909571,0.00001697597,0.01430243],"category_scores_gemma":[0.000004093085,0.00004853689,0.00005408441,0.0001480171,0.000009652,0.00004503992,0.00006975351,0.0001175778,0.0001013001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000557094,"about_ca_system_score_gemma":0.00002468999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005723146,"about_ca_topic_score_gemma":0.00003951185,"domain_scores_codex":[0.9995341,0.00002677316,0.00008600179,0.0001119303,0.0001312081,0.0001100408],"domain_scores_gemma":[0.9997544,0.000006111907,0.00001856304,0.0001777654,0.00001188592,0.00003132507],"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":[0.00006153071,0.0004245999,0.0004544863,0.00002056642,0.00006705253,0.00007901023,0.0008514092,0.003581249,0.03042352,0.2649448,0.3980212,0.3010706],"study_design_scores_gemma":[0.0001184357,0.00007922264,0.0004170689,7.150937e-7,0.000005695334,0.00004562537,0.0005706103,0.0001133561,0.006044397,0.005318179,0.9871958,0.00009081939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7561501,0.0002390401,0.00007070978,0.0006588897,0.0003846372,0.00009173054,0.00001229391,0.0003709966,0.2420216],"genre_scores_gemma":[0.9774453,0.000006614523,0.00004869089,0.0002035998,0.00009945302,0.00006613132,0.0000194637,0.00001201497,0.02209874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5891747,"threshold_uncertainty_score":0.9865986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726023724857879,"score_gpt":0.2503364504844237,"score_spread":0.2330762132358449,"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."}}