{"id":"W6888711191","doi":"10.21966/90h6-b497","title":"Bulk and Size-Fractionated Chlorophyll and Phaeopigment Concentrations Collected by Niskin Bottle, BC, Canada (Provisional)","year":2014,"lang":"en","type":"dataset","venue":"Hakai Institute","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chlorophyll a; Phytoplankton; Chlorophyll; Filter (signal processing); CTD","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":[],"consensus_categories":[],"category_scores_codex":[0.0008947657,0.001571726,0.001303685,0.006214515,0.001338305,0.001629754,0.002208659,0.0008151049,0.01975484],"category_scores_gemma":[0.004107336,0.0005538458,0.0007485054,0.0157156,0.0004287404,0.0005953804,0.001277982,0.001143163,0.02035972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007167375,"about_ca_system_score_gemma":0.01489036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6967388,"about_ca_topic_score_gemma":0.7946181,"domain_scores_codex":[0.9988141,0.00006875394,0.0001178389,0.0002997492,0.0004568398,0.0002426253],"domain_scores_gemma":[0.9954492,0.0002777608,0.0004024999,0.0004271111,0.003133985,0.0003093376],"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":[0.0001341307,0.00003763871,0.01761264,0.001057709,0.0001191917,0.00006562906,0.0000892093,0.0005792536,0.0004101118,0.0005277304,0.9716911,0.007675749],"study_design_scores_gemma":[0.00008330107,0.0000113102,0.05341384,0.0003220324,0.00005791967,0.00004844753,0.0002393635,0.0004543998,0.0007620938,0.0002832167,0.9442824,0.00004171177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004782315,0.00004671178,0.00005106801,0.0000164689,0.000009609653,0.00001514124,0.9987178,0.00005226529,0.0006127162],"genre_scores_gemma":[0.001306996,0.00007287854,0.0003293898,0.0000204462,0.000004502018,0.00009421411,0.9968321,0.00002990524,0.001309568],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3032612,"threshold_uncertainty_score":0.6100943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005356492613217211,"score_gpt":0.2167479776512416,"score_spread":0.2113914850380244,"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."}}