{"id":"W4321763811","doi":"10.15353/acmla.n171.5293","title":"Bulletin Report – GIS Days 2022","year":2023,"lang":"en","type":"article","venue":"Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Toronto; University of Ottawa; Cape Breton University; Queen's University; Western University","funders":"Queen's University; Cape Breton University; University of Glasgow; Trent University; University of Toronto; Huron University College; University of Ottawa","keywords":"Event (particle physics); Work (physics); Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Process (computing); Geography; Public relations; Political science; Engineering; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001587084,0.0008632101,0.0004036741,0.002011775,0.002512004,0.006341123,0.001009996,0.002202231,0.1545563],"category_scores_gemma":[0.004058734,0.0004776931,0.0003254309,0.00204209,0.0004436792,0.001707623,0.002391856,0.002861333,0.1103539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002491316,"about_ca_system_score_gemma":0.006483467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09502573,"about_ca_topic_score_gemma":0.1348101,"domain_scores_codex":[0.9986302,0.0001106776,0.00005910438,0.0001147587,0.0009132979,0.0001720537],"domain_scores_gemma":[0.9970746,0.0002218967,0.0001325742,0.000217983,0.001598981,0.0007540002],"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":[0.00006245324,0.00002859198,0.0005659201,0.000032615,0.000003054255,0.00006994191,0.00005182575,0.00004458984,0.0001828703,0.0008357861,0.9922387,0.005883771],"study_design_scores_gemma":[0.00000813184,0.00001417111,0.002100734,0.000009645286,9.298325e-7,0.00001415409,0.000088372,0.00003485802,0.000132804,0.00009922608,0.9974917,0.000005210611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00984896,0.002185177,0.001527875,0.01786735,0.01646724,0.001169147,0.1984466,0.003894267,0.7485934],"genre_scores_gemma":[0.01646409,0.0008187681,0.001201,0.002770452,0.001786332,0.0006346088,0.09362417,0.0008268598,0.8818737],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1545563,"threshold_uncertainty_score":0.5170425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139551130427476,"score_gpt":0.2135650150300486,"score_spread":0.2021695037257739,"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."}}