{"id":"W4296819780","doi":"10.1149/2.008223if","title":"Section News Fall 2022","year":2022,"lang":"en","type":"article","venue":"The Electrochemical Society Interface","topic":"Diverse Approaches in Healthcare and Education Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Computer science; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001588975,0.001807718,0.001183616,0.001578064,0.003689409,0.008300405,0.001636506,0.01303668,0.3963776],"category_scores_gemma":[0.005533621,0.0008694858,0.00139736,0.00122878,0.0008671606,0.002414222,0.001861539,0.007695071,0.4152361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00267443,"about_ca_system_score_gemma":0.006478033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02109872,"about_ca_topic_score_gemma":0.05489951,"domain_scores_codex":[0.998016,0.0001188947,0.0000545674,0.0001866811,0.001244135,0.0003797555],"domain_scores_gemma":[0.9970015,0.0002989194,0.0001199983,0.000146561,0.00156865,0.000864365],"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":[0.00001174255,0.0000171122,0.00001413946,0.00001185444,8.182295e-7,0.00001642941,0.000002181084,0.000003975499,0.00002951365,0.0002805341,0.9959303,0.003681494],"study_design_scores_gemma":[0.00002077053,0.00001858624,0.0002907657,0.00004234396,0.000001946686,0.00001395433,0.00002056587,0.00001980035,0.00004401875,0.0002687546,0.999253,0.000005435354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000440246,0.00195256,0.0003972796,0.05677684,0.1457891,0.0003727227,0.004627893,0.001438916,0.7882045],"genre_scores_gemma":[0.0006455912,0.0005332943,0.0001142833,0.02939344,0.008431145,0.0001025255,0.001411542,0.0001561085,0.9592121],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6036224,"threshold_uncertainty_score":0.8609942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03478997902920437,"score_gpt":0.3152016276196243,"score_spread":0.2804116485904199,"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."}}