{"id":"W4387190276","doi":"10.1149/2.f05233if","title":"Tech Highlights - Fall 2023","year":2023,"lang":"en","type":"article","venue":"The Electrochemical Society Interface","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Materials science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001857975,0.00121762,0.0006969649,0.003240102,0.002326435,0.008551099,0.001300435,0.00347578,0.214845],"category_scores_gemma":[0.002735003,0.000515775,0.0007904303,0.002949622,0.0004454258,0.002650392,0.001474166,0.002862209,0.1976121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002199846,"about_ca_system_score_gemma":0.005205804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002927248,"about_ca_topic_score_gemma":0.01072539,"domain_scores_codex":[0.9984897,0.00005504584,0.00005287818,0.0001202788,0.001092951,0.0001891107],"domain_scores_gemma":[0.9966571,0.0002252062,0.0001505107,0.0001335395,0.002022174,0.0008114236],"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":[0.00002677131,0.00002484412,0.00004672621,0.00009905863,0.000002838295,0.00006108543,0.000005476328,0.00001874806,0.0007386926,0.000451675,0.9798155,0.01870859],"study_design_scores_gemma":[0.000005100962,0.00002493805,0.0002686545,0.00004960034,0.000002641196,0.00005529631,0.00002348122,0.0000376278,0.0004663315,0.0002922183,0.9987702,0.000003999914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002288946,0.02624999,0.002323126,0.04440767,0.245036,0.0006168287,0.01021509,0.001591069,0.6672713],"genre_scores_gemma":[0.003248114,0.01026229,0.0007408953,0.008065418,0.0150084,0.0001441424,0.005195268,0.0005399963,0.9567954],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7851551,"threshold_uncertainty_score":0.7187281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100863990408522,"score_gpt":0.2321921192245222,"score_spread":0.2221057201836699,"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."}}