{"id":"W6901946430","doi":"10.6073/pasta/ba862a096fbc7fca4063c44ad3af3c0f","title":"McMurdo Dry Valleys Geochemistry data of cryoconite holes collected from Canada, Commonwealth, Howard, Hughes and Taylor glaciers in Nov 2001 and Jan 2002","year":2016,"lang":"en","type":"dataset","venue":"Environmental Data Initiative","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glacier; Glacial period; Biogeosciences; Glaciology","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":[0.0006952159,0.001130266,0.001481309,0.0002907152,0.0002612968,0.0001267885,0.003456827,0.0006085443,0.002902974],"category_scores_gemma":[0.0004521417,0.001134367,0.00003702722,0.0002950001,0.002519139,0.001591726,0.007873921,0.001125317,0.0001525291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105892,"about_ca_system_score_gemma":0.0008103533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4876545,"about_ca_topic_score_gemma":0.7003527,"domain_scores_codex":[0.9936023,0.0006151332,0.001200227,0.00247021,0.001128669,0.0009834338],"domain_scores_gemma":[0.9918944,0.001076557,0.001339017,0.005112803,0.00002216869,0.0005550011],"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":[0.0003044085,0.0003423413,0.006378205,0.0001660181,0.0005674438,0.0002508521,0.00013475,5.97055e-7,0.001560355,1.721303e-7,0.9899595,0.0003353652],"study_design_scores_gemma":[0.00628279,0.0001691147,0.07642464,0.0008913103,0.0007314043,0.00003145806,0.003043775,0.0002125524,0.001329892,0.00004179013,0.9086983,0.002143014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02785875,0.00300895,0.000004137621,0.0001141886,0.0001364018,0.001012761,0.9676932,0.00002063585,0.0001509775],"genre_scores_gemma":[0.007791397,0.005159176,0.0004011419,0.000315554,0.0001588095,0.00005921527,0.9859074,0.0001489556,0.00005832126],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2126982,"threshold_uncertainty_score":0.9991106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04674290389858929,"score_gpt":0.2609502179162705,"score_spread":0.2142073140176813,"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."}}