{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005267055,0.001680871,0.0008562257,0.003143163,0.001121868,0.001703569,0.002882038,0.0007478159,0.01978638],"category_scores_gemma":[0.002010432,0.0006429431,0.0008373285,0.007792528,0.0003702989,0.0007506236,0.001096649,0.001362661,0.01566802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007860551,"about_ca_system_score_gemma":0.01693287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.940018,"about_ca_topic_score_gemma":0.9698961,"domain_scores_codex":[0.9994882,0.00002407058,0.00003208454,0.0001278532,0.0001914196,0.0001362913],"domain_scores_gemma":[0.9986342,0.00006828523,0.0000949639,0.0001378939,0.0009106329,0.0001540903],"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":[0.00007701472,0.00001583453,0.006393029,0.0002827355,0.00008046511,0.0000326271,0.00005460052,0.000758901,0.0001466936,0.0007441611,0.9877851,0.003628798],"study_design_scores_gemma":[0.000195547,0.000009239502,0.05461062,0.0003379133,0.00007002337,0.00006788911,0.0002609023,0.001837435,0.0008616641,0.0007084524,0.9409637,0.00007659769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004297105,0.00004491304,0.00004643052,0.00002608003,0.000009009125,0.00000529402,0.9987094,0.0001393904,0.0005896753],"genre_scores_gemma":[0.001216221,0.0000454773,0.0002579953,0.0000157948,0.00000239152,0.00001815644,0.9976752,0.00004906583,0.0007197715],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.059982,"threshold_uncertainty_score":0.1206704,"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."}}