{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001173422,0.001007939,0.00165221,0.0002534926,0.0006510642,0.003005379,0.003287918,0.0008475878,0.00009448008],"category_scores_gemma":[0.001518215,0.001137223,0.0002995113,0.004575052,0.0006679242,0.002985755,0.0006146732,0.003552863,0.0002744822],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002586102,"about_ca_system_score_gemma":0.007936229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955826,"about_ca_topic_score_gemma":0.9999847,"domain_scores_codex":[0.991278,0.000937405,0.002505082,0.001933599,0.001957532,0.001388365],"domain_scores_gemma":[0.9959033,0.0004974728,0.001030816,0.002162837,0.0001609892,0.0002445861],"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":[0.00007543283,0.0007677879,0.04032455,0.0001431634,0.0000862301,0.002939007,0.0005542964,0.001458021,0.00001829078,0.0000136284,0.9527106,0.0009090448],"study_design_scores_gemma":[0.001798089,0.00009137572,0.1963831,0.00115985,0.0001533326,0.00004543368,0.0004568378,0.0004659812,0.000002283389,0.0001178794,0.7983201,0.001005722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1409708,0.0007074183,0.00000846502,0.002475105,0.002584666,0.004518413,0.8484659,0.0001418275,0.0001274123],"genre_scores_gemma":[0.05597071,0.0006536237,0.0002441236,0.002644682,0.001008204,0.00310016,0.936012,0.0001635519,0.0002029078],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1560585,"threshold_uncertainty_score":0.9991078,"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."}}