{"id":"W4205744479","doi":"10.1149/2.013092if","title":"Call for Papers: 217th ECS Meeting, Vancouver, Canada (April 25-30, 2010)","year":2009,"lang":"en","type":"paratext","venue":"The Electrochemical Society Interface","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Library science; Computer science","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":[0.0005808366,0.0009639743,0.001008519,0.00001537916,0.0004680462,0.0001442975,0.002420194,0.0006968448,0.005161215],"category_scores_gemma":[0.0002197274,0.0007438887,0.0005345187,0.000202256,0.0003587519,0.0001104927,0.0004223154,0.001348384,0.0008674021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002338723,"about_ca_system_score_gemma":0.001082281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01539746,"about_ca_topic_score_gemma":0.01545635,"domain_scores_codex":[0.9949279,0.0001242125,0.0009027285,0.001226963,0.0009902125,0.00182799],"domain_scores_gemma":[0.9968621,0.0006969371,0.0007455064,0.001125172,0.0003038026,0.0002664764],"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":[0.0000468614,0.00003567664,1.137304e-7,0.00009513217,0.00006616407,4.359915e-7,0.0001518352,0.000194263,0.4488755,0.000002660398,0.5504731,0.00005823254],"study_design_scores_gemma":[0.0002689856,0.00009670628,7.677442e-8,0.0001084826,0.00007625839,0.000002902629,0.0001216183,0.0001311876,0.4978163,0.0001173067,0.500772,0.0004881732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01879005,0.09118684,0.1290156,0.009709344,0.08984248,0.01531408,0.00395064,0.001427776,0.6407632],"genre_scores_gemma":[0.01925362,0.003474832,0.01845534,0.00983062,0.004425008,0.0005219266,0.0003794217,0.0004302772,0.943229],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3024657,"threshold_uncertainty_score":0.9999105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009205322560874522,"score_gpt":0.2559323208882571,"score_spread":0.2467269983273826,"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."}}