{"id":"W2971553211","doi":"10.1021/acsenergylett.9b01883","title":"Energy Selects","year":2019,"lang":"en","type":"article","venue":"ACS Energy Letters","topic":"Experimental and Theoretical Physics Studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Energy (signal processing); Materials science; Environmental science; Chemistry; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000633843,0.0004498387,0.0003193613,0.0009249529,0.001232417,0.002654437,0.0008057706,0.001612832,0.3681125],"category_scores_gemma":[0.001382584,0.0001850132,0.0003333306,0.0009878023,0.0002480817,0.001783517,0.001544672,0.00131406,0.1169635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008757692,"about_ca_system_score_gemma":0.000840444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009535163,"about_ca_topic_score_gemma":0.003344812,"domain_scores_codex":[0.9994511,0.0000542309,0.00001888977,0.00007046758,0.0003168536,0.00008840216],"domain_scores_gemma":[0.9995002,0.0000719147,0.0000187619,0.00007463917,0.0002219836,0.0001126003],"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":[0.00006501982,0.00003260652,0.0001754698,0.0001797274,0.000008541653,0.00009643696,0.00003407486,0.00007197573,0.001632388,0.02612271,0.8894941,0.08208703],"study_design_scores_gemma":[0.000004500977,0.000005525045,0.0001126281,0.0000256121,0.000001444361,0.00003249635,0.00001929777,0.00002314582,0.0004251936,0.001746342,0.9976018,0.000002137798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002311349,0.006160795,0.002710083,0.0168531,0.01900816,0.0001246873,0.004863816,0.0006923743,0.9472756],"genre_scores_gemma":[0.01709521,0.006632445,0.001881442,0.01141683,0.00263843,0.0001448011,0.006508192,0.0007203918,0.9529623],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3681125,"threshold_uncertainty_score":0.9013108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00237836811087911,"score_gpt":0.1825634456472948,"score_spread":0.1801850775364157,"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."}}