{"id":"W6888732865","doi":"10.21966/e5c1-c396","title":"Juvenile Salmon Migration Observations from the Hakai Institute Juvenile Salmon Program in the Discovery Islands in British Columbia, Canada in 2020","year":2020,"lang":"en","type":"dataset","venue":"Hakai Institute","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Juvenile; Lepeophtheirus; Fish measurement; Abundance (ecology); Fish <Actinopterygii>; Fishing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002990741,0.0004125257,0.0002666713,0.001565791,0.001810109,0.000682154,0.0007899739,0.0002293315,0.001920439],"category_scores_gemma":[0.000701861,0.0002851915,0.0002173854,0.00239031,0.0002715505,0.0002321751,0.0006796353,0.0004865424,0.0006209721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008317765,"about_ca_system_score_gemma":0.01020945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9735171,"about_ca_topic_score_gemma":0.9962041,"domain_scores_codex":[0.9995688,0.00001733531,0.00002354933,0.00005791628,0.0002189236,0.0001134965],"domain_scores_gemma":[0.9986532,0.00003021199,0.0001189822,0.00002424201,0.0008971606,0.0002762318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008237693,0.00003040555,0.9747146,0.00006226855,0.00005418903,0.0001329617,0.0009137708,0.0001498909,0.001750431,0.00003580184,0.008472941,0.01360035],"study_design_scores_gemma":[0.000002390994,0.00001326849,0.9970561,0.00001182611,0.000007366536,0.00001687826,0.0005224317,0.00006193436,0.00008553554,0.000002309338,0.002216167,0.000003841844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9701912,0.0005180709,0.0002929852,0.0001607455,0.00003050266,0.0001251349,0.02017042,0.0001076832,0.008403149],"genre_scores_gemma":[0.9533769,0.0008541341,0.001435875,0.0002005405,0.00001265164,0.0001818449,0.02577335,0.00003090129,0.01813379],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.02648288,"threshold_uncertainty_score":0.06034994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349470277595845,"score_gpt":0.2428460350063244,"score_spread":0.219351332230366,"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."}}