{"id":"W6920626620","doi":"10.6073/pasta/aedea681caa6ddc870f8d3edba876e99","title":"Daily summarized seasonal measurements of discharge, water temperature, and specific conductivity from Canada Stream at F1, McMurdo Dry Valleys, Antarctica (1990-2023, ongoing)","year":2024,"lang":"en","type":"dataset","venue":"Environmental Data Initiative","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meltwater; STREAMS; Hydrology (agriculture); Sampling (signal processing); Water quality; Glacial period","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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007829957,0.001625636,0.001667924,0.0002419886,0.0004478776,0.000225721,0.001754988,0.0005592386,0.009024229],"category_scores_gemma":[0.0001186318,0.001378232,0.0001669563,0.0002078977,0.001224605,0.001277033,0.006586066,0.001832423,0.004441612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002964351,"about_ca_system_score_gemma":0.0005576452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3017419,"about_ca_topic_score_gemma":0.4589546,"domain_scores_codex":[0.9907238,0.0009752642,0.001163544,0.003086151,0.002937322,0.001113905],"domain_scores_gemma":[0.9950277,0.0004873863,0.0006440751,0.003230841,0.00003257859,0.0005774341],"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":[0.0006437721,0.0006737792,0.005394527,0.0002055895,0.002502874,0.0003008266,0.0001697439,0.000001363512,0.05560464,4.855805e-7,0.9344719,0.00003046645],"study_design_scores_gemma":[0.002993429,0.0001975187,0.01967526,0.0005985682,0.001501734,0.00002358721,0.0007263101,0.00001179158,0.02775436,0.00003832128,0.9445747,0.001904386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.130276,0.00218222,2.812614e-7,0.00008236864,0.001005974,0.001098317,0.8652115,0.00003688665,0.0001064021],"genre_scores_gemma":[0.05001815,0.001158789,0.0001984201,0.00020119,0.0004350268,0.00008014292,0.9475086,0.00026707,0.0001326228],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1572127,"threshold_uncertainty_score":0.9996491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05110535788500576,"score_gpt":0.249623905973817,"score_spread":0.1985185480888112,"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."}}