{"id":"W7115912279","doi":"10.60870/ywd2-8160","title":"Vision for the Canadian Arctic Research Initiative: Assessing the Opportunities","year":2025,"lang":"","type":"report","venue":"CCA_Repo","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Arctic; The arctic; Climate change; Government (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01271233,0.002051367,0.001079696,0.004006619,0.008676293,0.008974222,0.004087703,0.009784777,0.03118411],"category_scores_gemma":[0.01600002,0.0009680239,0.001661477,0.004299821,0.001943129,0.002949878,0.005712065,0.00621077,0.01318732],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05521001,"about_ca_system_score_gemma":0.5423581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887883,"about_ca_topic_score_gemma":0.9907621,"domain_scores_codex":[0.9846237,0.0007231368,0.0002642345,0.00033804,0.009819566,0.004231359],"domain_scores_gemma":[0.9653639,0.001058077,0.000535459,0.0004466034,0.02221968,0.01037616],"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":[0.00008664322,0.00003474692,0.0009403861,0.0001763454,0.00001823756,0.00004228935,0.00008992902,0.0002046465,0.0001400909,0.005073463,0.9840987,0.009094492],"study_design_scores_gemma":[0.00007474133,0.00004298251,0.01040508,0.0004604833,0.00006168645,0.00002912175,0.001562846,0.0007159305,0.000492058,0.002285842,0.9837784,0.00009097602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009015097,0.01713585,0.003169493,0.3003338,0.02482505,0.001663902,0.248378,0.002783297,0.3926955],"genre_scores_gemma":[0.06196377,0.02120374,0.02708651,0.09388399,0.002354402,0.002372725,0.1251127,0.001266971,0.6647553],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.94479,"threshold_uncertainty_score":0.4005786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5403573761005969,"score_gpt":0.524998603964769,"score_spread":0.01535877213582781,"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."}}