{"id":"W6927320032","doi":"10.3389/fmars.2020.00627.s001","title":"Data_Sheet_1_Biophysical Drivers of Zooplankton Variability on the Scotian Shelf Observed Using Profiling Electric Gliders.docx","year":2020,"lang":"en","type":"dataset","venue":"Figshare","topic":"Diphtheria, Corynebacterium, and Tetanus","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zooplankton; Glider; Water mass; Transect; Echo sounding; Pelagic zone; Structural basin","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005687139,0.000668379,0.000410829,0.001963696,0.0006445121,0.0009268849,0.001088087,0.0003874735,0.1720811],"category_scores_gemma":[0.00222116,0.0005186541,0.0005575151,0.003417482,0.0002162564,0.0006391857,0.0008005801,0.0005145099,0.0313959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586539,"about_ca_system_score_gemma":0.003236191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3468033,"about_ca_topic_score_gemma":0.4103758,"domain_scores_codex":[0.999733,0.00001836787,0.00003954606,0.00004273254,0.0001086976,0.00005760292],"domain_scores_gemma":[0.9978812,0.0003743923,0.0002811832,0.0001996401,0.001108176,0.00015524],"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":[0.0001560868,0.00008547699,0.04270674,0.001157389,0.00006429685,0.0001655083,0.0002272649,0.001473545,0.001357182,0.0006878587,0.9374322,0.01448648],"study_design_scores_gemma":[0.0005353157,0.00008439383,0.4240866,0.0007511008,0.00004928032,0.0001496284,0.0008747737,0.001977314,0.001548382,0.0007340796,0.5691301,0.00007897776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001088566,0.00001014507,0.00005520827,0.00003027856,0.000009924357,0.00004518382,0.9976538,0.0001083737,0.0009985832],"genre_scores_gemma":[0.006485848,0.00006310711,0.001101659,0.00006869077,0.00001469219,0.0004173568,0.9883987,0.00009427714,0.00335565],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8279189,"threshold_uncertainty_score":0.6895694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05153145261576542,"score_gpt":0.2562641188286299,"score_spread":0.2047326662128645,"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."}}