{"id":"W4393531141","doi":"10.5281/zenodo.7625487","title":"IsoldeGlissenaar/seaiceproxy: Proxy SIT Canadian Arctic","year":2023,"lang":"en","type":"dataset","venue":"Bristol Research (University of Bristol)","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; University of Manitoba","funders":"","keywords":"Proxy (statistics); Arctic; The arctic; Geography; Climatology; Physical geography; Environmental science; Oceanography; Geology; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001733371,0.0003983287,0.0007235748,0.001500622,0.001422445,0.0001088786,0.00230332,0.0005984729,0.003479849],"category_scores_gemma":[0.0006847543,0.0004841603,0.0002851237,0.001677459,0.001365467,0.0003512636,0.0002409909,0.001865056,0.01278145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003553205,"about_ca_system_score_gemma":0.003277177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9527891,"about_ca_topic_score_gemma":0.9426688,"domain_scores_codex":[0.9949967,0.0004786721,0.0003403155,0.0009744988,0.001688911,0.001520946],"domain_scores_gemma":[0.9960463,0.0006035168,0.0002805929,0.001114918,0.0008212824,0.001133376],"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":[0.00009823908,0.00004572163,0.004160042,0.0005894204,0.0001187709,0.001434195,0.0001829494,0.00005168078,4.576358e-7,0.00001776045,0.9897019,0.003598852],"study_design_scores_gemma":[0.0003962926,0.0002914424,0.02174668,0.0002809706,0.0001069057,0.00005403602,0.003935336,0.00162146,2.350361e-7,0.000408493,0.9706141,0.0005440417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003185877,0.0002394428,0.00002026901,0.001765067,0.0004859779,0.0008095977,0.9914176,0.00006927883,0.002006831],"genre_scores_gemma":[0.02258769,0.001450545,0.0002861139,0.00009616886,0.0002269434,6.265499e-7,0.9674172,0.00002544859,0.007909206],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0240004,"threshold_uncertainty_score":0.9998776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03535575973577949,"score_gpt":0.2555612216053809,"score_spread":0.2202054618696014,"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."}}