{"id":"W7159862835","doi":"10.1149/1944-8783/20/3/87","title":"<i>ECS Transactions</i> Volume 35 — Montréal","year":2011,"lang":"","type":"article","venue":"The Electrochemical Society Interface","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Analytical Chemistry (journal); Electrode","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":[],"consensus_categories":[],"category_scores_codex":[0.0006352112,0.0006540252,0.001022188,0.001478782,0.001104492,0.00458282,0.001330868,0.001939708,0.2129786],"category_scores_gemma":[0.00114992,0.000354047,0.000564686,0.002069021,0.0007055058,0.001765249,0.001028211,0.001700739,0.07598619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655479,"about_ca_system_score_gemma":0.001209438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006174207,"about_ca_topic_score_gemma":0.01662777,"domain_scores_codex":[0.9993574,0.00004835378,0.00002192054,0.00008612591,0.0003751559,0.00011102],"domain_scores_gemma":[0.9991541,0.0001464161,0.00003082888,0.00008042604,0.0004867298,0.0001015176],"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":[0.00008925453,0.00005870125,0.0002032828,0.0001968609,0.00002000669,0.00009282118,0.00003406588,0.0003171399,0.004484755,0.006734112,0.8944747,0.09329446],"study_design_scores_gemma":[0.00001071026,0.00003117949,0.0007589677,0.00005983296,0.00001710893,0.0001134703,0.00006443913,0.0005796133,0.003389314,0.001565495,0.9933943,0.00001552788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0081992,0.03701678,0.01198697,0.02382254,0.09266662,0.00009638388,0.001715756,0.001635735,0.8228599],"genre_scores_gemma":[0.04353581,0.01559743,0.003708102,0.003658844,0.01021089,0.00006157661,0.001695186,0.0009403637,0.9205917],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2129786,"threshold_uncertainty_score":0.7124845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365513427367416,"score_gpt":0.1882953052033626,"score_spread":0.1646401709296885,"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."}}