{"id":"W4321763655","doi":"10.15353/acmla.n171.5299","title":"Membership list / Liste des members","year":2023,"lang":"en","type":"article","venue":"Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science","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":["insufficient_payload"],"category_scores_codex":[0.0003532969,0.0001355396,0.0003377105,0.0007340512,0.0004192257,0.0002148909,0.0001998342,0.00007185009,0.007208791],"category_scores_gemma":[0.0002442047,0.0001664213,0.0001079057,0.0003544747,0.0002667394,0.000160908,0.0001034129,0.00009019461,0.001296087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005073394,"about_ca_system_score_gemma":0.00004937738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0106349,"about_ca_topic_score_gemma":0.004820274,"domain_scores_codex":[0.9987502,0.00002369841,0.0004086577,0.0003304262,0.00004301358,0.00044404],"domain_scores_gemma":[0.9989891,0.0002793089,0.0003188894,0.0001657069,0.00001073381,0.0002362336],"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":[0.00001061796,0.000008089148,0.0694433,0.00005560225,0.000119438,0.000003163096,0.003501468,0.00002592676,0.000002133168,0.3654671,0.5608323,0.0005308625],"study_design_scores_gemma":[0.0002742096,0.0000175171,0.0257209,0.00001999228,0.000007474161,3.193784e-7,0.001738887,0.0001909136,0.00001410394,0.02837021,0.9434659,0.0001795616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02696477,0.00106981,0.000007341679,0.01519654,0.001094181,0.0001639573,0.001524224,0.0000716889,0.9539075],"genre_scores_gemma":[0.1772056,0.001652372,0.001284836,0.0007793316,0.0001868843,0.00002167196,0.0001201374,0.00003475184,0.8187144],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3826336,"threshold_uncertainty_score":0.9994815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318634136582988,"score_gpt":0.177527380600816,"score_spread":0.1456639669425173,"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."}}