{"id":"W6937138550","doi":"10.5885/45678ce-5fcdb55196324288","title":"Time series of water temperature, dissolved oxygen, conductivity, chlorophyll a, fluorescence and irradiance (PAR) in Ward Hunt Lake, High Arctic, Nunavut, Canada","year":2022,"lang":"en","type":"dataset","venue":"Nordicana D","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colored dissolved organic matter; Fjord; Irradiance; Mooring; Chlorophyll a; Seasonality; Snow; Polar night; Phytoplankton","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006236211,0.00105999,0.001846836,0.000512551,0.0003149479,0.0001046728,0.001357512,0.0004326685,0.01911251],"category_scores_gemma":[0.0002702551,0.0009596553,0.0001312093,0.0008560506,0.001127437,0.000441238,0.0009595058,0.00192214,0.0001440295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172124,"about_ca_system_score_gemma":0.002197069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8874896,"about_ca_topic_score_gemma":0.9902198,"domain_scores_codex":[0.9940387,0.0004989982,0.001027308,0.001524455,0.001579613,0.001330955],"domain_scores_gemma":[0.9967732,0.0001515368,0.000520717,0.001809307,0.0002174613,0.0005277294],"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":[0.000363744,0.0001759229,0.001422899,0.0006424998,0.0002229515,0.0007289898,0.00009914484,0.00005286557,0.008666948,0.000005364513,0.9875867,0.00003193238],"study_design_scores_gemma":[0.001094909,0.0002200808,0.0234381,0.0002427572,0.0001979434,0.00008511469,0.00008408842,0.000006685583,0.002888598,0.00004763078,0.9703397,0.001354391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1861116,0.0003808074,1.602125e-8,0.0005113573,0.0005939292,0.0007580838,0.8115863,0.00003810259,0.00001989654],"genre_scores_gemma":[0.08688579,0.0002452352,0.00006372989,0.0002496246,0.0001793631,0.0002385635,0.9114423,0.0001996055,0.0004957442],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1027302,"threshold_uncertainty_score":0.9992854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008591167702482186,"score_gpt":0.2046164857651756,"score_spread":0.1960253180626934,"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."}}