{"id":"W4213172858","doi":"10.14430/arctic356","title":"AINA News","year":2009,"lang":"en","type":"article","venue":"ARCTIC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Directorate for Biological Sciences; University of British Columbia; University of Alberta","keywords":"Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.000816141,0.001136875,0.0006402035,0.00181219,0.003830354,0.007412625,0.0009831969,0.003875779,0.496531],"category_scores_gemma":[0.00320246,0.0004890199,0.0007896056,0.001563469,0.0006005733,0.001791084,0.001782769,0.003374015,0.4007953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002004751,"about_ca_system_score_gemma":0.005122419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03344137,"about_ca_topic_score_gemma":0.09612022,"domain_scores_codex":[0.9992309,0.00005160008,0.00001985801,0.00007859381,0.0004626357,0.0001563737],"domain_scores_gemma":[0.998763,0.0001480072,0.0000498594,0.00007450471,0.0005823741,0.0003823785],"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":[0.0000207651,0.00001227109,0.00006272888,0.00003162866,0.000001671559,0.00004268104,0.00001399046,0.000009997555,0.00005055185,0.0007373705,0.9885367,0.01047961],"study_design_scores_gemma":[0.00000354773,0.000004921887,0.0003023338,0.00004350911,0.000002163196,0.00001627109,0.00005183007,0.00001185822,0.00004374806,0.0001760834,0.9993407,0.000002967702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004570028,0.001984995,0.0001146385,0.01096846,0.0194386,0.00005579446,0.001281609,0.0003983655,0.9653006],"genre_scores_gemma":[0.0006553854,0.0007125172,0.00007554513,0.002096564,0.0009283698,0.00001148695,0.0004176996,0.00008194811,0.9950205],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.496531,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01463172896951278,"score_gpt":0.2625350051835657,"score_spread":0.2479032762140529,"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."}}