{"id":"W4362591012","doi":"10.1149/2.f07231if","title":"Tech Highlights - Spring 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":"Spring (device); Nanotechnology; Engineering; Library science; Engineering physics; Materials science; Computer science; Mechanical engineering","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":[0.001574462,0.001142967,0.0006596703,0.002657206,0.002326685,0.008572532,0.001176827,0.00350869,0.2330562],"category_scores_gemma":[0.002610811,0.0005562025,0.0008213792,0.002368643,0.0004460999,0.002503517,0.001424854,0.003073261,0.1975902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002023242,"about_ca_system_score_gemma":0.004630472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00245904,"about_ca_topic_score_gemma":0.00989391,"domain_scores_codex":[0.998757,0.00004507803,0.00004065254,0.0001043332,0.0008864945,0.0001664056],"domain_scores_gemma":[0.9974452,0.0001954358,0.0001093851,0.0001189831,0.001472255,0.0006586977],"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":[0.00002142259,0.00001931844,0.00003534957,0.00007945995,0.000002838364,0.00006280131,0.000005867462,0.0000156823,0.0007157831,0.0005382933,0.9834931,0.01501003],"study_design_scores_gemma":[0.000004402257,0.00001926231,0.0002150292,0.00003544139,0.000002169817,0.00004545564,0.00002160303,0.00002996305,0.0004566407,0.0002596279,0.9989067,0.000003632234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001980003,0.0187217,0.001890756,0.04325435,0.2331259,0.0005236772,0.007037194,0.001375033,0.6920915],"genre_scores_gemma":[0.002830849,0.007851722,0.000545571,0.0071183,0.01374686,0.0001217864,0.003106491,0.0004356035,0.9642428],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7669438,"threshold_uncertainty_score":0.7796506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00991489395463106,"score_gpt":0.2302819133175329,"score_spread":0.2203670193629019,"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."}}