{"id":"W6926751989","doi":"10.25446/oxford.25933615.v1","title":"Breaking Down Social Barriers: The Home Guard","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guard (computer science); German; National guard; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00275951,0.0004869742,0.0003095769,0.0004960385,0.01974372,0.005678453,0.001229969,0.002707196,0.02111601],"category_scores_gemma":[0.004439899,0.0002869794,0.0002341633,0.0003704859,0.009281653,0.007499077,0.009766396,0.00621223,0.003041284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003999167,"about_ca_system_score_gemma":0.005319277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03465012,"about_ca_topic_score_gemma":0.05897074,"domain_scores_codex":[0.9971923,0.001504584,0.00002929847,0.0001535259,0.0002023298,0.0009180337],"domain_scores_gemma":[0.9961658,0.000523685,0.0002209289,0.000152431,0.0003448566,0.002592384],"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":[0.00008176002,0.0001615603,0.004836241,0.0001590349,0.00001244437,0.002374844,0.397613,0.00005005655,0.0005128739,0.05791481,0.4328008,0.1034826],"study_design_scores_gemma":[0.00001017525,0.0000735371,0.002081961,0.0003831576,0.000005402766,0.0005484706,0.430304,0.00004343247,0.000139647,0.004484869,0.5619059,0.00001961722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2387408,0.01266875,0.002140442,0.3823095,0.009986999,0.0001289977,0.0001257314,0.000299483,0.3535994],"genre_scores_gemma":[0.752377,0.005531182,0.001251508,0.060615,0.0007951201,0.0001196185,0.00008061048,0.0002429807,0.178987],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03465012,"threshold_uncertainty_score":0.07064015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431390241621401,"score_gpt":0.2418834271303451,"score_spread":0.2275695247141311,"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."}}