{"id":"W6892761759","doi":"10.5281/zenodo.11582277","title":"If the map cart won't come to the library: Building a bespoke map cart for the Lloyd Reeds Map Collection","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Bespoke; Cart; Procurement; Data collection; Road map","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005423743,0.0005724792,0.000271618,0.001245755,0.007600843,0.007344985,0.00183665,0.002036382,0.01888274],"category_scores_gemma":[0.01267962,0.0007999216,0.0005103034,0.001838547,0.00276249,0.009160849,0.005250673,0.003577619,0.01117151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003348668,"about_ca_system_score_gemma":0.01121623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05549742,"about_ca_topic_score_gemma":0.159009,"domain_scores_codex":[0.9975303,0.0007306607,0.00008487755,0.0002196257,0.001095345,0.0003392594],"domain_scores_gemma":[0.9949659,0.0005782151,0.0001450826,0.00099284,0.001915977,0.001402047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001299743,0.0002925628,0.003853238,0.0004097525,0.00002370937,0.002702744,0.02279291,0.002352586,0.006318835,0.02131029,0.4588206,0.4809928],"study_design_scores_gemma":[0.00002415914,0.00011544,0.003202135,0.0001932391,0.00001702869,0.0006581747,0.01385847,0.001920481,0.002500306,0.005625604,0.9717758,0.0001090286],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1261163,0.002719712,0.3441786,0.1529387,0.006754962,0.004911139,0.003115093,0.01962393,0.3396416],"genre_scores_gemma":[0.1416668,0.001990284,0.6925137,0.004545556,0.000422756,0.0007641439,0.002295629,0.00473079,0.1510703],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05549742,"threshold_uncertainty_score":0.1103488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03155124003843311,"score_gpt":0.2739675851053327,"score_spread":0.2424163450668996,"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."}}