{"id":"W2803313769","doi":"10.15353/acmla.n158.222","title":"News from Canadian Associations and Universities","year":2018,"lang":"en","type":"article","venue":"Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Durham University","keywords":"Political science; Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001190084,0.0009844881,0.0007860013,0.002078047,0.005928967,0.007432801,0.001569818,0.004068825,0.3487792],"category_scores_gemma":[0.005576801,0.0005775008,0.0005360106,0.005485455,0.001263454,0.002714314,0.002115847,0.004298077,0.2059217],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01236968,"about_ca_system_score_gemma":0.04234684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7078782,"about_ca_topic_score_gemma":0.8717213,"domain_scores_codex":[0.9979594,0.00006251266,0.00005509094,0.0001570217,0.00123445,0.0005315877],"domain_scores_gemma":[0.991795,0.0003018079,0.0001225122,0.0004049617,0.004703585,0.002672133],"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":[0.00000386342,0.000003938957,0.00005708161,0.00001443874,4.074509e-7,0.00001170768,0.00001149127,0.000003905119,0.00001476432,0.0002499593,0.9930965,0.006531925],"study_design_scores_gemma":[0.000001607388,9.941289e-7,0.0005178436,0.00001726209,4.908049e-7,0.000005732372,0.00006970179,0.000004251106,0.000009011324,0.00003296818,0.9993371,0.000002955648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00112223,0.00713819,0.0003014218,0.1073942,0.07097128,0.0002664542,0.0140505,0.001023432,0.7977323],"genre_scores_gemma":[0.001898597,0.002835298,0.000215627,0.009152994,0.002200921,0.00005258328,0.002203423,0.000137865,0.9813028],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9876303,"threshold_uncertainty_score":0.9288874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008964353340864449,"score_gpt":0.1618372339606159,"score_spread":0.1528728806197515,"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."}}