{"id":"W7159858547","doi":"10.1149/1944-8783/20/2/8","title":"<i>ECS Transactions</i> Volume 35 — Montréal, Canada","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); Hydrology (agriculture)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000593089,0.000467277,0.0007552172,0.00002529615,0.0007055157,0.0001240343,0.00107355,0.0002402665,0.02186523],"category_scores_gemma":[0.00004078677,0.0004587824,0.0006573164,0.0003765395,0.0005366514,0.0002260183,0.0001469586,0.0008245899,0.003613792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082104,"about_ca_system_score_gemma":0.0001951892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2591908,"about_ca_topic_score_gemma":0.02221876,"domain_scores_codex":[0.9968228,0.00002639886,0.000986387,0.0009214776,0.0001081975,0.001134695],"domain_scores_gemma":[0.9984221,0.00009538198,0.0004636405,0.0007260304,0.00006669324,0.0002261477],"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":[0.00009895416,0.0002347229,0.000258981,0.00005078931,0.001287017,0.000001532303,0.009766988,0.00003980117,0.001164662,0.0007659093,0.9859185,0.0004121643],"study_design_scores_gemma":[0.000770241,0.000121079,0.000121238,0.00003593654,0.0001467726,0.00001488341,0.006936458,0.008993983,0.03879436,0.001296585,0.9418057,0.0009628059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07369692,0.1756195,0.166262,0.01388259,0.02104823,0.002269347,0.00276472,0.0003282324,0.5441285],"genre_scores_gemma":[0.7262735,0.005247355,0.0004899999,0.001313127,0.0001836548,0.00003926208,0.000005419759,0.00005040491,0.2663972],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6525766,"threshold_uncertainty_score":0.9997864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819678916829354,"score_gpt":0.1720493633795456,"score_spread":0.1538525742112521,"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."}}