{"id":"W6969038517","doi":"10.5443/11404","title":"Inuit Sea Ice Use and Occupancy Project (ISIUOP)","year":2012,"lang":"en","type":"dataset","venue":"Canadian Polar Data Network","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sea ice; Arctic ice pack; Cryosphere; Antarctic sea ice; Drift ice; Sea level; Climate change","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001687525,0.001202842,0.001070414,0.0009201408,0.0006591164,0.001104021,0.004240689,0.001229051,0.001214769],"category_scores_gemma":[0.0008817361,0.001338526,0.00009029971,0.00159156,0.0003511483,0.00222735,0.001737192,0.002057198,0.009596472],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001273282,"about_ca_system_score_gemma":0.007343923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9021298,"about_ca_topic_score_gemma":0.9938924,"domain_scores_codex":[0.9927611,0.0006568712,0.0007311572,0.001908762,0.0006518228,0.003290245],"domain_scores_gemma":[0.9870405,0.0003245413,0.0005115862,0.009006935,0.0001473969,0.002969007],"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":[0.00002913948,0.00002163369,0.009010685,0.0001577717,0.0003154056,0.0003365643,0.00004578469,0.000001439016,2.2376e-7,0.00001474352,0.9894535,0.0006131168],"study_design_scores_gemma":[0.0003223217,0.00002699667,0.004117782,0.000335821,0.0007848346,0.0002107153,0.00001394744,0.00003256167,7.585763e-8,0.000009469187,0.9926918,0.001453668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001047265,0.01296115,0.000001025646,0.00005602809,0.001491369,0.00151652,0.9836956,0.0001187972,0.00005475389],"genre_scores_gemma":[0.0001343322,0.0009525301,0.000447553,0.001803671,0.006099267,0.00004852986,0.9899279,0.0003841364,0.000202099],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09176265,"threshold_uncertainty_score":0.9999329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0796409769886152,"score_gpt":0.2931222016546922,"score_spread":0.2134812246660769,"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."}}