{"id":"W7128770990","doi":"10.15468/xqb5mg","title":"FRB: Bivalve larvae of Malpeque Bay, Prince Edward Island","year":2021,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Fauna; Larva; Taxon; Estuary; Resource (disambiguation); Sampling (signal processing); Shellfish","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":[0.0004637557,0.001202598,0.0007930612,0.004999115,0.0005603597,0.0009788531,0.00171513,0.0007440218,0.04781838],"category_scores_gemma":[0.001665287,0.0006923962,0.0003991615,0.00720542,0.0002152119,0.0008030973,0.001053466,0.0006563916,0.02960373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637166,"about_ca_system_score_gemma":0.002133436,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2234837,"about_ca_topic_score_gemma":0.2710751,"domain_scores_codex":[0.9996731,0.00001930233,0.00005519013,0.0000894153,0.0000826816,0.00008030239],"domain_scores_gemma":[0.9981734,0.000184776,0.0004410926,0.0002215541,0.0007943928,0.0001848575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001421407,0.00005599303,0.03842452,0.002776959,0.0001206537,0.0001826094,0.0003576801,0.0004985541,0.0005815459,0.0004471383,0.9411231,0.01528904],"study_design_scores_gemma":[0.0001545818,0.00004280399,0.2477921,0.000982591,0.00006524384,0.0001379359,0.001027668,0.0003781189,0.0006959708,0.0002241843,0.7484512,0.00004757689],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001388265,0.00004637467,0.00001983597,0.00001422065,0.0000052486,0.000008490905,0.9979391,0.00004253505,0.0005359214],"genre_scores_gemma":[0.003414706,0.00008995457,0.0001435674,0.00001561254,0.000003571578,0.0001049819,0.994801,0.00001914977,0.001407383],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7765163,"threshold_uncertainty_score":0.4443657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280170631679854,"score_gpt":0.2246438786470141,"score_spread":0.2118421723302156,"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."}}