{"id":"W7128610749","doi":"10.15468/jd8ndy","title":"DFO Pacific IOS zooplankton database - Line P","year":2022,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Zooplankton; Biodiversity; Plankton; Fish <Actinopterygii>; Indian ocean; Pacific ocean; Resource (disambiguation)","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":[0.001012529,0.001391391,0.001043192,0.008384774,0.0007374564,0.00171315,0.002291113,0.0006910184,0.07017558],"category_scores_gemma":[0.003128338,0.0006311812,0.0005546747,0.01626623,0.0001824649,0.001703271,0.001575967,0.00099647,0.06475847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001687028,"about_ca_system_score_gemma":0.006051527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1107117,"about_ca_topic_score_gemma":0.1060888,"domain_scores_codex":[0.99936,0.00002996199,0.0000988715,0.0001354249,0.0002820132,0.00009371264],"domain_scores_gemma":[0.9979026,0.000122985,0.0002713806,0.000376568,0.001046627,0.0002798153],"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":[0.0001027375,0.00003061134,0.004059677,0.0005832014,0.00002807866,0.00004040675,0.00003602828,0.0001851856,0.0003158,0.0008782753,0.972033,0.02170694],"study_design_scores_gemma":[0.00008541509,0.0000134215,0.0154904,0.0002157796,0.00002833521,0.00005694312,0.00007862783,0.0006740883,0.0005596671,0.0007148669,0.9820526,0.00002983528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004788331,0.00006798711,0.0002883738,0.00004305032,0.00001385172,0.00003936409,0.993246,0.0009018788,0.004920686],"genre_scores_gemma":[0.0007859956,0.00009652672,0.001292863,0.0000337177,0.000005494818,0.000112788,0.9956405,0.000164224,0.00186782],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8892883,"threshold_uncertainty_score":0.2347607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06711907365098478,"score_gpt":0.3458095686016757,"score_spread":0.2786904949506909,"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."}}