{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006966219,0.0001255823,0.0001805624,0.000210789,0.00009836486,0.000102116,0.0001040202,0.0001103185,0.00180318],"category_scores_gemma":[0.0001324921,0.0001413947,0.00005548245,0.0002456463,0.00005235982,0.0000679159,0.00002805422,0.0001684628,0.00002201009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003522165,"about_ca_system_score_gemma":0.000139405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001025089,"about_ca_topic_score_gemma":0.001715204,"domain_scores_codex":[0.9991689,0.00003579029,0.0002085962,0.0001505383,0.0001349719,0.0003012151],"domain_scores_gemma":[0.9992534,0.0002300733,0.00004534107,0.0001375622,0.00001598531,0.0003176609],"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":[0.00001818281,0.00006433958,0.0129665,0.001341517,0.0004555804,0.0000388201,0.004875173,0.0006550609,0.003254536,0.09108725,0.8493131,0.03592993],"study_design_scores_gemma":[0.0001762852,0.00001061847,0.01558263,0.0000712036,0.00001663636,0.000002054602,0.0002955614,0.0007063448,0.001086351,0.001884583,0.9799921,0.0001756471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.129812,0.01479526,0.001490889,0.2998576,0.006926436,0.0006162772,0.001130305,0.0006644416,0.5447068],"genre_scores_gemma":[0.9327823,0.002549333,0.01278649,0.001208786,0.001242709,0.0000364982,0.0006639514,0.00009697123,0.04863297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8029702,"threshold_uncertainty_score":0.9991093,"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."}}