{"id":"W6911211366","doi":"10.5061/dryad.g79cnp5zj","title":"Parasite scars: The impact of salmon lice injury on sea trout populations","year":2024,"lang":"en","type":"dataset","venue":"DRYAD","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Trout; Lepeophtheirus; Infestation; Dorsal fin; Fjord; Population; Aquatic animal; Parasite hosting","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004868424,0.0005869755,0.0006090748,0.0005968181,0.0001266212,0.000150821,0.0008843117,0.0003967397,0.0003771117],"category_scores_gemma":[0.0001329866,0.0003823576,0.0006343024,0.001064455,0.0001440482,0.0001281896,0.0002014982,0.001099428,0.06062793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004772533,"about_ca_system_score_gemma":0.0002649049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008262614,"about_ca_topic_score_gemma":0.001098905,"domain_scores_codex":[0.9973426,0.0003096113,0.0005694142,0.000578514,0.0007319426,0.0004678926],"domain_scores_gemma":[0.9970561,0.0001810036,0.0004406575,0.002085841,0.0001005714,0.0001358785],"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":[0.0001387321,0.0001608214,0.0006122626,0.000082033,0.0003243631,0.00001671186,0.0000793875,0.000270606,0.00008431562,0.00002772817,0.9979311,0.0002720046],"study_design_scores_gemma":[0.0002176467,0.0003965611,0.01979072,0.0006849261,0.0007638601,0.00002108174,0.00002719585,0.0001564406,0.00004516303,0.0003234278,0.9770206,0.0005523702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01683549,0.0004813969,3.315217e-7,0.00005419186,0.0005160275,0.0006395763,0.980955,0.000141305,0.0003766859],"genre_scores_gemma":[0.0202434,0.00006008166,0.00001430952,0.00004648463,0.00053988,0.00006792184,0.9787352,0.0001741678,0.0001185272],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06025082,"threshold_uncertainty_score":0.9998628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03890026934452406,"score_gpt":0.3963579735700365,"score_spread":0.3574577042255125,"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."}}