{"id":"W4388498008","doi":"10.3390/v15112224","title":"ECOPHAGE: Combating Antimicrobial Resistance Using Bacteriophages for Eco-Sustainable Agriculture and Food Systems","year":2023,"lang":"en","type":"article","venue":"Viruses","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"Organisation de Coopération et de Développement Économiques; Universitat de València","keywords":"Agriculture; Biotechnology; Business; Agency (philosophy); Sustainable agriculture; Animal husbandry; Food industry; Biology; Food 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004229111,0.001190758,0.0007225588,0.0008621325,0.001059884,0.003484182,0.0008428431,0.003066941,0.005270303],"category_scores_gemma":[0.0009331356,0.0003584479,0.0006733602,0.0005124525,0.0009915319,0.002133236,0.002527915,0.00283509,0.001043203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333635,"about_ca_system_score_gemma":0.001401935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005422878,"about_ca_topic_score_gemma":0.001536682,"domain_scores_codex":[0.9985305,0.0004489487,0.00005594206,0.0002074321,0.0004009604,0.0003562732],"domain_scores_gemma":[0.999454,0.0001618548,0.00005890061,0.00002246386,0.0001248759,0.0001780392],"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":[0.001172122,0.0008029959,0.001837619,0.003285295,0.00009235673,0.001361906,0.003622092,0.00228237,0.4775976,0.0191812,0.06077993,0.4279845],"study_design_scores_gemma":[0.00009002798,0.001774422,0.002506547,0.0006012002,0.00004613069,0.001016095,0.002209449,0.001068843,0.1251872,0.006046202,0.859376,0.00007787663],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2203788,0.39278,0.133166,0.08877893,0.02511613,0.002306232,0.00116639,0.0008428562,0.1354648],"genre_scores_gemma":[0.402597,0.193246,0.08325604,0.02368744,0.006113998,0.001314949,0.001978887,0.0005901338,0.2872156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005270303,"threshold_uncertainty_score":0.02236593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02197590326948078,"score_gpt":0.2582816576627011,"score_spread":0.2363057543932203,"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."}}