{"id":"W4408848835","doi":"10.1149/2.f03251if","title":"247th ECS Meeting, Montreal, Canada","year":2025,"lang":"en","type":"article","venue":"The Electrochemical Society Interface","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00106065,0.001269909,0.0005706055,0.001053588,0.002640523,0.003481877,0.00125698,0.00269178,0.3172873],"category_scores_gemma":[0.001256717,0.0004562507,0.0007976142,0.0007773889,0.0006557773,0.0007657037,0.00150679,0.002546708,0.0950942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006705391,"about_ca_system_score_gemma":0.01476411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4683585,"about_ca_topic_score_gemma":0.7943552,"domain_scores_codex":[0.9988476,0.00007617303,0.00002389188,0.0001308762,0.0005835133,0.000337821],"domain_scores_gemma":[0.9987765,0.0000454762,0.00003215076,0.00002910283,0.0007715462,0.0003452071],"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":[0.00008724396,0.00003822367,0.0004197718,0.00007680369,0.00001552632,0.0002002964,0.00002079049,0.0001672794,0.001161224,0.001193427,0.9564138,0.04020565],"study_design_scores_gemma":[0.000010446,0.00001767551,0.001410726,0.00004037846,0.00000585645,0.00004411527,0.0000515534,0.00009372814,0.0002069463,0.0001361043,0.9979747,0.000007757774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005505919,0.03072739,0.003459573,0.06413769,0.07562158,0.0003730429,0.005545642,0.0007261244,0.813903],"genre_scores_gemma":[0.003438292,0.003496945,0.0005082441,0.001755772,0.001144804,0.00002358698,0.000549686,0.00009734008,0.9889854],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5316415,"threshold_uncertainty_score":0.9738068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007182942060487182,"score_gpt":0.2835060781717472,"score_spread":0.27632313611126,"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."}}