{"id":"W6926051393","doi":"10.22008/fk2/wp1tr3/wbhfpp","title":"wi20tf_b.rtl","year":2022,"lang":"es","type":"dataset","venue":"Geological Survey of Denmark and Greenland (GEUS)","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Apotex Pharmachem (Canada)","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001056679,0.002260501,0.001555282,0.004390521,0.0007294039,0.002957862,0.002900858,0.002344641,0.1702644],"category_scores_gemma":[0.006453139,0.001023217,0.001168808,0.00928446,0.0004076237,0.001431869,0.002069931,0.001472147,0.1973264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276024,"about_ca_system_score_gemma":0.002255412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04121835,"about_ca_topic_score_gemma":0.05298675,"domain_scores_codex":[0.9991197,0.0001421791,0.0001081004,0.0002816358,0.0001863341,0.0001620364],"domain_scores_gemma":[0.9980094,0.0006426121,0.0002180518,0.000496173,0.0004265246,0.0002072401],"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":[0.00004501911,0.00001275528,0.0005560563,0.0005154916,0.00002861794,0.00001191063,0.00001895114,0.0002208496,0.00006699638,0.0003367595,0.9969667,0.001220015],"study_design_scores_gemma":[0.0002559731,0.0000130835,0.003161555,0.0002155292,0.00003654921,0.00002718296,0.00006707571,0.0003426406,0.0002177076,0.0009335784,0.9947051,0.0000240084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003313465,0.00001521088,0.0000201291,0.00001921994,0.000004708469,0.000002500532,0.9994479,0.0001697822,0.0002873687],"genre_scores_gemma":[0.0002093236,0.00002911687,0.000101687,0.00002220333,0.00000342685,0.00003856394,0.9990078,0.00008137606,0.0005065395],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8297356,"threshold_uncertainty_score":0.569591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02057458654117491,"score_gpt":0.2461827451204702,"score_spread":0.2256081585792953,"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."}}