{"id":"W4383226757","doi":"10.1016/j.jcoa.2023.100095","title":"Editorial on virtual special issue on the 19th international GC × GC symposium, May 29-June 2, 2022","year":2023,"lang":"en","type":"article","venue":"Journal of Chromatography Open","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; University of Alberta","funders":"","keywords":"Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001408808,0.0001988639,0.0002719394,0.0002137634,0.0002446729,0.0002501067,0.00155472,0.0001152422,0.0148681],"category_scores_gemma":[0.00005168399,0.000120659,0.0002506195,0.0007847607,0.0001617695,0.0003370779,0.0004259908,0.0006044764,0.001760134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008604139,"about_ca_system_score_gemma":0.00002681537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004720917,"about_ca_topic_score_gemma":0.00001038418,"domain_scores_codex":[0.997525,0.0001749374,0.0004978664,0.0002425505,0.001261447,0.0002981875],"domain_scores_gemma":[0.9989023,0.0002222945,0.0004190987,0.0002647862,0.00002863419,0.0001628516],"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":[0.0003214202,0.0001735154,0.0008499102,0.000001829121,0.0001604884,0.00004374499,0.0003828642,0.001985925,0.002582909,0.001043042,0.9912401,0.001214184],"study_design_scores_gemma":[0.001056111,0.0006420466,0.002515202,0.00006724759,0.00002598738,0.00002314224,0.0002200476,0.00008861643,0.001016702,0.001192571,0.9929777,0.0001745709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.4205892,0.00002202545,0.000006781459,0.02047372,0.2158434,0.0007131172,0.00004955008,0.00003856519,0.3422637],"genre_scores_gemma":[0.4510401,0.001719126,0.0002597043,0.002612887,0.5050909,0.00005401865,0.0000476443,0.0001433585,0.03903233],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3032314,"threshold_uncertainty_score":0.9990171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030366405914213,"score_gpt":0.2539796569770956,"score_spread":0.2436759929179535,"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."}}