{"id":"W4408406463","doi":"10.15353/acmla.n175.6386","title":"Place Name Change and GIS","year":2025,"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":"Concordia University","funders":"","keywords":"Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0002949948,0.00009721038,0.0002015579,0.0005396983,0.0008985735,0.0001774678,0.0001218736,0.00008793246,0.0001375799],"category_scores_gemma":[0.0002510549,0.0001044712,0.00004099965,0.0002961135,0.000295853,0.000180989,0.00006659556,0.00008814882,0.000006786973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002780346,"about_ca_system_score_gemma":0.0001870241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0559746,"about_ca_topic_score_gemma":0.06134749,"domain_scores_codex":[0.9990095,0.0001262827,0.000242441,0.0001337595,0.0001810752,0.0003069422],"domain_scores_gemma":[0.9990939,0.0004337858,0.0001924391,0.00008220108,0.00003450221,0.00016311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000127826,0.000006682063,0.1802003,0.0001051393,0.000107841,9.355177e-7,0.06080414,4.071867e-7,0.000001671723,0.6752535,0.07571148,0.007795105],"study_design_scores_gemma":[0.0001941262,0.00001196768,0.1131424,0.00005946625,0.00001154959,1.108108e-7,0.01322372,0.000006642882,0.000002768047,0.004479451,0.8687795,0.00008828589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02219878,0.003063539,0.00002472695,0.3018886,0.0005544549,0.0006672214,0.0001937249,0.00007578365,0.6713332],"genre_scores_gemma":[0.8959212,0.00341697,0.001412368,0.003809842,0.0002936757,0.00009270925,0.00003668845,0.00001424394,0.09500233],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8737224,"threshold_uncertainty_score":0.9557804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369229254973642,"score_gpt":0.211605560783963,"score_spread":0.1979132682342266,"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."}}