{"id":"W6950676091","doi":"10.5683/sp3/5uswyz","title":"Freshwater Zooplankton Species of Newfoundland and Labrador","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Cyclopoida; Littoral zone; Calanoida; Harpacticoida; Zooplankton; Habitat; Pelagic zone; Taxon","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":[0.0005643648,0.001416823,0.001019259,0.00706412,0.001166992,0.00129246,0.001442231,0.0004294612,0.02958681],"category_scores_gemma":[0.001985739,0.0008346459,0.0006037942,0.01132146,0.0003103619,0.0008516597,0.001151649,0.000613528,0.02167809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004843577,"about_ca_system_score_gemma":0.005889918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6934744,"about_ca_topic_score_gemma":0.8220341,"domain_scores_codex":[0.9991386,0.00003414284,0.0001129392,0.0002497504,0.0002404554,0.0002240855],"domain_scores_gemma":[0.9975969,0.0001437913,0.000543444,0.0002739035,0.001141784,0.0003000742],"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":[0.000135187,0.00004278423,0.05661036,0.001919124,0.0001149597,0.00008723206,0.0001848807,0.0003635002,0.0003598096,0.0003112852,0.9256461,0.01422482],"study_design_scores_gemma":[0.00009572064,0.00002414756,0.5068287,0.000619321,0.00006773686,0.0001108467,0.0004038582,0.0002290862,0.0003659624,0.00009558261,0.4911171,0.00004187963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001343608,0.00008896038,0.00001888391,0.00001342412,0.00000793813,0.000009766768,0.9977422,0.00004649432,0.0007286654],"genre_scores_gemma":[0.003060987,0.0001190063,0.0001681308,0.0000159575,0.000003844679,0.00006665484,0.9951313,0.00001892869,0.001415349],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3065256,"threshold_uncertainty_score":0.6166617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428801679018073,"score_gpt":0.2529037836792895,"score_spread":0.2386157668891087,"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."}}