{"id":"W4392776448","doi":"10.5194/wes-2023-171-ac2","title":"Reply on RC2","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada","keywords":"Environmental science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001582203,0.000838011,0.0008266408,0.0008666154,0.002408657,0.002937361,0.002682732,0.01723096,0.1885653],"category_scores_gemma":[0.01808166,0.0004342199,0.001151831,0.0006025327,0.001440385,0.002590445,0.001981176,0.0156529,0.1315084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002777555,"about_ca_system_score_gemma":0.00209093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006126865,"about_ca_topic_score_gemma":0.007207519,"domain_scores_codex":[0.998415,0.0002932504,0.0001677019,0.0002979107,0.0005541522,0.0002719797],"domain_scores_gemma":[0.9963085,0.001063783,0.0001431815,0.0002667864,0.001596263,0.0006213814],"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":[0.00001453122,0.000004951906,0.00003892588,0.00001602489,0.000001623507,0.0001128837,0.00001089779,0.000005977339,0.00003097815,0.0003051113,0.9966833,0.002774645],"study_design_scores_gemma":[0.000009756295,0.000007015645,0.0001584796,0.00004022598,0.000002077204,0.0000965064,0.00005386796,0.00002764261,0.00007180953,0.0003581649,0.9991678,0.000006621497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000427255,0.001967583,0.0003977029,0.7011783,0.2297469,0.0002199272,0.0008742358,0.0006518733,0.06453624],"genre_scores_gemma":[0.004472177,0.001259361,0.0002897005,0.67066,0.06111765,0.0002436957,0.0003655276,0.0003265141,0.2612654],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1885653,"threshold_uncertainty_score":0.6308137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06538174524723528,"score_gpt":0.3919166518461711,"score_spread":0.3265349065989359,"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."}}