{"id":"W4220724764","doi":"10.1149/2.f06221if","title":"Tech Highlights - Spring 2022","year":2022,"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); Engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.001685243,0.001215932,0.0006719058,0.002841006,0.002450579,0.009081591,0.001194442,0.003586766,0.2299658],"category_scores_gemma":[0.00279802,0.0005948514,0.0008183604,0.00239307,0.0004526568,0.002722712,0.001518545,0.003173114,0.1931981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002013587,"about_ca_system_score_gemma":0.004736933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002335431,"about_ca_topic_score_gemma":0.009637551,"domain_scores_codex":[0.9986382,0.00005141568,0.00004385369,0.0001138688,0.0009749168,0.0001778536],"domain_scores_gemma":[0.997281,0.0002066619,0.0001131017,0.0001317736,0.001566592,0.000700924],"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":[0.00002110168,0.00001996507,0.00003482368,0.00007919996,0.000002898644,0.0000627523,0.000006208208,0.00001544677,0.0007325095,0.0005460403,0.9841389,0.0143402],"study_design_scores_gemma":[0.000004407283,0.00001876107,0.0002084824,0.00003339694,0.000002043653,0.00004346022,0.00002261923,0.00002755443,0.0004276755,0.0002462527,0.9989616,0.000003672323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001972903,0.01859218,0.001856523,0.04520738,0.2361635,0.000530429,0.006953091,0.001365154,0.6873587],"genre_scores_gemma":[0.002811568,0.007679342,0.0005519125,0.007514084,0.01442659,0.0001304328,0.003200931,0.000441626,0.9632436],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2299658,"threshold_uncertainty_score":0.7693123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006433293215133979,"score_gpt":0.2096209730783526,"score_spread":0.2031876798632186,"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."}}