{"id":"W6912302456","doi":"10.5281/zenodo.4012104","title":"qMRLab: Quantitative MRI analysis, under one umbrella","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; McGill University; Polytechnique Montréal; Montreal Neurological Institute and Hospital; Montreal Heart Institute","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Triacetin; Emperipolesis; Fusible alloy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004193999,0.002561259,0.00151666,0.002989735,0.001209764,0.005398514,0.003573919,0.001830917,0.1903374],"category_scores_gemma":[0.008143733,0.001742586,0.001096626,0.001861911,0.001217643,0.003211512,0.00450694,0.002045385,0.155187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008587958,"about_ca_system_score_gemma":0.002018339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002729682,"about_ca_topic_score_gemma":0.003229817,"domain_scores_codex":[0.9978842,0.0002738972,0.0002072299,0.0004613905,0.000986326,0.0001869957],"domain_scores_gemma":[0.9971164,0.0006616637,0.0002697176,0.000975879,0.0007634208,0.0002128121],"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":[0.0005498788,0.00005035509,0.0009197003,0.001026255,0.0001242325,0.0001997929,0.0002693316,0.001323715,0.02803873,0.009771626,0.8552533,0.1024731],"study_design_scores_gemma":[0.0002495895,0.00009111804,0.00353241,0.000278197,0.00009865241,0.0009651784,0.0001015361,0.01584551,0.04808196,0.01573273,0.9148045,0.0002186342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.003891562,0.001322746,0.3447779,0.001291648,0.001066214,0.0003676732,0.1208461,0.4662905,0.06014549],"genre_scores_gemma":[0.03336342,0.001516828,0.3445231,0.001379581,0.0005768267,0.001965502,0.2100198,0.3398013,0.06685376],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1903374,"threshold_uncertainty_score":0.6367421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09013072981952164,"score_gpt":0.2711142451160212,"score_spread":0.1809835152964995,"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."}}