{"id":"W4210303039","doi":"10.14430/arctic4258","title":"AINA News","year":2012,"lang":"en","type":"article","venue":"ARCTIC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Arctic Institute of North America","keywords":"Environmental science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009292088,0.001231696,0.0006577991,0.002047148,0.003893091,0.008444992,0.0009779492,0.004046424,0.4992701],"category_scores_gemma":[0.00380764,0.0005089563,0.0008413618,0.00175343,0.0006610841,0.002010274,0.001949604,0.003428206,0.4014031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00208735,"about_ca_system_score_gemma":0.005446211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02924522,"about_ca_topic_score_gemma":0.08753727,"domain_scores_codex":[0.9990777,0.00006721397,0.00002367441,0.00008935965,0.0005521862,0.000189859],"domain_scores_gemma":[0.9985374,0.0001707368,0.0000592168,0.00008581659,0.0006603759,0.0004864563],"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":[0.0000193235,0.00001255264,0.00005761834,0.00003169984,0.000001666508,0.0000409631,0.00001438821,0.00000947256,0.0000481586,0.0007099211,0.9882598,0.01079444],"study_design_scores_gemma":[0.000003491275,0.000004893457,0.0002848461,0.00004517053,0.000001964003,0.00001634898,0.00005466655,0.00001083176,0.00003717455,0.0001895212,0.9993481,0.000002993442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004486011,0.002466114,0.0001279797,0.01348855,0.02429208,0.00005691834,0.001277052,0.000440688,0.957402],"genre_scores_gemma":[0.0006730006,0.0008231834,0.00008314873,0.002623623,0.001324734,0.00001243133,0.0004315444,0.00009826893,0.99393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5007299,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02718571593618312,"score_gpt":0.2739805823427836,"score_spread":0.2467948664066005,"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."}}