{"id":"W4406545782","doi":"10.5376/ija.2024.14.0028","title":"Unwinding the Potential of Probiotics in Aquaculture","year":2024,"lang":"en","type":"article","venue":"International Journal of Aquaculture","topic":"Food Industry and Aquatic Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aquaculture; Fishery; Fish <Actinopterygii>; Biology; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000331908,0.00009269483,0.0001436665,0.00002681049,0.0000306453,0.00007083277,0.0005225902,0.0001566051,0.0002129839],"category_scores_gemma":[0.00007562758,0.00002545778,0.0001556739,0.0002332852,0.00007222749,0.0001545374,0.00004549826,0.0004503312,0.000008363835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003165221,"about_ca_system_score_gemma":0.00002274954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002679507,"about_ca_topic_score_gemma":0.00008051594,"domain_scores_codex":[0.9990217,0.00006762836,0.0003975028,0.00009792199,0.0003009115,0.000114344],"domain_scores_gemma":[0.9994723,0.0001071719,0.0001767521,0.00002259509,0.0001898655,0.00003130046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002393423,0.0002514973,0.003421234,0.00002453167,0.0003991502,0.0003845296,0.00156747,0.0004428881,0.8941077,0.009985123,0.01108087,0.07809566],"study_design_scores_gemma":[0.002024756,0.003835712,0.1710117,0.00339045,0.0002971664,0.005992,0.02090793,0.002811363,0.1038277,0.02636782,0.6584274,0.001106054],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779079,0.0009926944,0.00001490414,0.01932956,0.00111877,0.00007395093,0.00004276716,0.000008288718,0.0005111519],"genre_scores_gemma":[0.9985181,0.00009085002,0.00009280833,0.000171986,0.0008190875,6.459227e-7,0.00001611504,7.052399e-7,0.000289691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.79028,"threshold_uncertainty_score":0.2332025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718806606004491,"score_gpt":0.2566166962244826,"score_spread":0.2394286301644377,"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."}}