{"id":"W6907327326","doi":"10.18739/a2mp4vp9t","title":"Discrete water samples collected from the Conductivity-Temperature-Depth (CTD) rosette at specific depths, Northern Bering Sea to Chukchi Sea, Sir Wilfrid Laurier 2022","year":2023,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Sea ice; Arctic ice pack; Spring (device); Arctic; Cryosphere; Antarctic sea ice; Plankton; Drift ice; Arctic sea ice decline","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0004312509,0.0008662859,0.0005236913,0.001139889,0.0005439337,0.0007148914,0.001056684,0.0005775738,0.01049826],"category_scores_gemma":[0.0009125789,0.0003557,0.000292931,0.003094951,0.0002014243,0.0002334488,0.000657299,0.0004414446,0.008329135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00128869,"about_ca_system_score_gemma":0.002084185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2963281,"about_ca_topic_score_gemma":0.468282,"domain_scores_codex":[0.999711,0.00002663577,0.00003369016,0.000106081,0.00006191937,0.00006063171],"domain_scores_gemma":[0.9993027,0.00006204018,0.0001138559,0.0001081712,0.0003342302,0.00007887978],"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":[0.0002589087,0.00006822035,0.06652676,0.0006965507,0.0001123436,0.0001822425,0.0001813836,0.0008426761,0.0008536291,0.0003663923,0.9155538,0.01435707],"study_design_scores_gemma":[0.0001828049,0.00004603565,0.4835357,0.0003431743,0.00005972992,0.0001160423,0.0007167624,0.001362159,0.001231764,0.000227626,0.512127,0.00005122314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005467596,0.00004102885,0.00009496758,0.00003366407,0.00001157225,0.00002541517,0.9933072,0.0000537085,0.0009649536],"genre_scores_gemma":[0.007217294,0.00004079117,0.0003929423,0.0000411963,0.000004290203,0.0001701861,0.9894203,0.00001726627,0.002695804],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2963281,"threshold_uncertainty_score":0.5892066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02529424019128267,"score_gpt":0.2541038428526744,"score_spread":0.2288096026613917,"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."}}