{"id":"W3192852604","doi":"10.15353/acmla.n168.4254","title":"ACMLA Membership 2021 List","year":2021,"lang":"en","type":"article","venue":"Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Genealogy; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003423862,0.001333441,0.001688497,0.007243272,0.007739372,0.01061945,0.002630095,0.003242983,0.6929106],"category_scores_gemma":[0.01103473,0.001024394,0.0008414288,0.007278827,0.000711993,0.003966535,0.003537194,0.002667676,0.6683812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004245123,"about_ca_system_score_gemma":0.02526367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09243549,"about_ca_topic_score_gemma":0.1390154,"domain_scores_codex":[0.9975957,0.0002020712,0.0001708277,0.0002407223,0.001233468,0.0005572077],"domain_scores_gemma":[0.9771339,0.0007706993,0.0005678609,0.000669553,0.01403698,0.006821012],"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":[0.000008287311,0.00001510916,0.00009172846,0.00006717483,8.379271e-7,0.000005797516,0.00001121991,0.00001381831,0.00005066693,0.0004076447,0.9888548,0.0104731],"study_design_scores_gemma":[0.000004215842,0.000005871746,0.000327439,0.00004908449,0.000001464967,0.000006601026,0.00003739686,0.00003184014,0.00004621174,0.0001076654,0.9993767,0.000005516285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001037589,0.005200091,0.001717938,0.01426712,0.02076834,0.001627192,0.05332334,0.003593948,0.8984644],"genre_scores_gemma":[0.001050573,0.001609444,0.0009365694,0.001397247,0.001812579,0.0005097585,0.01410523,0.0007413146,0.9778372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3070894,"threshold_uncertainty_score":0.4380258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005046665758895237,"score_gpt":0.1517989759297699,"score_spread":0.1467523101708747,"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."}}