{"id":"W4238860191","doi":"10.14430/arctic3349","title":"AINA News","year":2010,"lang":"en","type":"article","venue":"ARCTIC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0008468227,0.001253222,0.000650658,0.001919103,0.003604728,0.007471382,0.0009699127,0.003912596,0.479347],"category_scores_gemma":[0.003370797,0.0005043718,0.0007969296,0.001630242,0.00060516,0.001840039,0.001749436,0.003301911,0.392133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002014066,"about_ca_system_score_gemma":0.005298765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0319813,"about_ca_topic_score_gemma":0.09228884,"domain_scores_codex":[0.9991953,0.00005451753,0.00002035144,0.00007944564,0.0004863986,0.0001640737],"domain_scores_gemma":[0.9986911,0.0001576082,0.00005467143,0.00007492715,0.0005926787,0.0004290162],"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":[0.00002222892,0.0000129972,0.00006124142,0.00003386617,0.000001731229,0.00004292716,0.00001318884,0.00001030669,0.00005271351,0.0006653646,0.9878923,0.01119116],"study_design_scores_gemma":[0.000003851247,0.000005524923,0.0003064567,0.00004334542,0.00000226604,0.0000174694,0.0000506884,0.00001236093,0.00004451978,0.0001740805,0.9993365,0.000003027166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004817097,0.002392565,0.0001169091,0.01206744,0.02315779,0.00005797446,0.001288738,0.0004218512,0.960015],"genre_scores_gemma":[0.000644031,0.000810259,0.00007550373,0.002221626,0.001123844,0.00001168146,0.000420423,0.00008161805,0.9946109],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.520653,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009966772303949852,"score_gpt":0.2521793766431002,"score_spread":0.2422126043391503,"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."}}