{"id":"W4381855081","doi":"10.1149/2.f06232if","title":"Tech Highlights - Summer 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":"Engineering; Environmental science; Library science; Nanotechnology; Computer science; Materials science","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":[],"consensus_categories":[],"category_scores_codex":[0.001437953,0.001167345,0.0005734852,0.002782495,0.002247725,0.00789962,0.0009975947,0.002685118,0.2230614],"category_scores_gemma":[0.001944381,0.0004495005,0.0007399959,0.002474216,0.0003792372,0.002388927,0.001389597,0.002682529,0.1995294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001877739,"about_ca_system_score_gemma":0.004318845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002702944,"about_ca_topic_score_gemma":0.01167406,"domain_scores_codex":[0.9989115,0.00004248811,0.00003420423,0.0001028299,0.000757403,0.0001516395],"domain_scores_gemma":[0.9978448,0.0001349332,0.0000916862,0.00009086033,0.001241761,0.000595878],"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":[0.00002257162,0.0000188828,0.00003970544,0.00007695346,0.000002244248,0.00005165928,0.000006686116,0.00001716428,0.0006610237,0.0004630198,0.9817356,0.01690455],"study_design_scores_gemma":[0.000003765706,0.00001838101,0.0002502843,0.00003746844,0.000001876168,0.00004444881,0.00002694497,0.00002535084,0.0003830578,0.0002391486,0.9989661,0.00000321532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002109577,0.02303128,0.00177454,0.03869375,0.2231602,0.0004234257,0.006851324,0.001317789,0.702638],"genre_scores_gemma":[0.002677722,0.007825028,0.0004786727,0.005072129,0.01267688,0.00008639279,0.002792264,0.0004349479,0.9679559],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2230614,"threshold_uncertainty_score":0.7462147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348900363421359,"score_gpt":0.2441853406489874,"score_spread":0.2306963370147738,"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."}}