{"id":"W4393444925","doi":"10.15353/acmla.n173.5675","title":"Carto 2024","year":2024,"lang":"en","type":"article","venue":"Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003565271,0.0001184609,0.0001485019,0.0008021873,0.000201176,0.003403892,0.0008189609,0.00004725454,0.000270316],"category_scores_gemma":[0.0002845575,0.0001180777,0.00005559058,0.0004835095,0.0000759004,0.003649115,0.0004104798,0.0002021489,0.00006578425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003064387,"about_ca_system_score_gemma":0.0003162957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005002715,"about_ca_topic_score_gemma":0.002512605,"domain_scores_codex":[0.9985262,0.0001586159,0.0002206176,0.0003748869,0.0003240344,0.0003956928],"domain_scores_gemma":[0.9983665,0.0008779058,0.0000945023,0.0003599017,0.00001445408,0.0002867624],"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":[0.00000347369,0.000006219505,0.001154212,0.00009965881,0.00007670106,0.00003256894,0.0005091596,0.000005256023,0.00002417439,0.7344045,0.2541693,0.009514829],"study_design_scores_gemma":[0.00008723092,0.0000380079,0.004349868,0.00005451583,0.000009944139,0.000001356881,0.000120938,0.001442212,0.00006448593,0.009067951,0.9846401,0.0001234305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001140339,0.005714551,0.01933802,0.5533286,0.001552684,0.0005609,0.0003896154,0.0002679399,0.4177074],"genre_scores_gemma":[0.14246,0.01043819,0.07892888,0.004518897,0.0008780957,0.000100829,0.0002382672,0.00008617433,0.7623507],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7304708,"threshold_uncertainty_score":0.9976307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017497131319222,"score_gpt":0.2384353953337375,"score_spread":0.2182604240205453,"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."}}