{"id":"W4408407654","doi":"10.15353/acmla.n175.6387","title":"MAPCART","year":2025,"lang":"en","type":"article","venue":"Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007369368,0.001024607,0.0005558931,0.002589006,0.001155486,0.003498119,0.002095263,0.001181475,0.5404782],"category_scores_gemma":[0.004606543,0.0008215233,0.0006549353,0.002676652,0.0004046849,0.003542276,0.002572821,0.001298311,0.3735977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007151735,"about_ca_system_score_gemma":0.001610883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00811834,"about_ca_topic_score_gemma":0.01541121,"domain_scores_codex":[0.9992902,0.00006459671,0.00004350695,0.0000790557,0.0004624422,0.00006011603],"domain_scores_gemma":[0.998148,0.0003972405,0.00005538812,0.0004784776,0.0008011654,0.0001198909],"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":[0.00003169808,0.0000141968,0.00009458356,0.0001610096,0.000003560234,0.00005685932,0.0001280989,0.000190726,0.000394496,0.005170247,0.9016556,0.09209889],"study_design_scores_gemma":[0.000006088667,0.000004159299,0.0001484422,0.00003223886,0.000001850795,0.00007509454,0.00002789985,0.0001967427,0.0002923855,0.0009306284,0.9982749,0.00000958463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00119764,0.0007818372,0.05356719,0.001089541,0.001184052,0.000377238,0.05177542,0.1631066,0.7269204],"genre_scores_gemma":[0.01133513,0.001437465,0.05881377,0.001237455,0.0003106727,0.0006794456,0.09045675,0.07209231,0.763637],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4595218,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003425175823644321,"score_gpt":0.1583622140503854,"score_spread":0.1549370382267411,"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."}}