{"id":"W4296889879","doi":"10.1149/2.f01223if","title":"Highlights of the 241st Meeting","year":2022,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001770841,0.00008762615,0.0001408495,0.000004705802,0.0002647105,0.000005482902,0.000303938,0.00002405521,0.0002726573],"category_scores_gemma":[0.00003637116,0.0000441357,0.0002609457,0.0002380963,0.0001321736,0.00001149731,0.0002909058,0.0005027601,0.00000579919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000333205,"about_ca_system_score_gemma":0.00007100089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004873658,"about_ca_topic_score_gemma":0.000001426426,"domain_scores_codex":[0.9989333,0.00006275495,0.0001360209,0.0001433715,0.0004527433,0.0002717755],"domain_scores_gemma":[0.9994562,0.0001002898,0.00005944966,0.0002901592,0.00004108948,0.00005286179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002955162,0.0002166633,0.0009511753,0.00004415109,0.0003091718,0.000001831224,0.001633623,0.00001053508,0.9814533,0.0004417391,0.01442676,0.0002155544],"study_design_scores_gemma":[0.0005327768,0.0003106112,0.0002946817,0.00001828531,0.00005555656,0.00003238441,0.0003587691,0.0001508237,0.9935693,0.0003179348,0.004315914,0.00004301091],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552566,0.01016046,0.0002198749,0.03038112,0.00009072905,0.000633045,0.000009552961,0.00005445644,0.003194165],"genre_scores_gemma":[0.9974035,0.00006054164,0.0001171551,0.0005948017,0.00006359907,0.00005963033,0.000003393909,0.00001146568,0.001685918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0421469,"threshold_uncertainty_score":0.2985407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197753064367922,"score_gpt":0.2838504968216488,"score_spread":0.2718729661779695,"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."}}