{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007966635,0.0009060787,0.0006256424,0.001855439,0.002546181,0.007679646,0.001355306,0.002144685,0.829676],"category_scores_gemma":[0.002341846,0.0003766368,0.0005884568,0.002506717,0.0005755759,0.002336015,0.002093935,0.001822282,0.7545967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002504134,"about_ca_system_score_gemma":0.004313424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05917734,"about_ca_topic_score_gemma":0.113674,"domain_scores_codex":[0.9992802,0.00005611368,0.00002278364,0.0001167901,0.0003816298,0.0001425075],"domain_scores_gemma":[0.9978605,0.0001040587,0.00006317165,0.0002492561,0.0009931277,0.0007298431],"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":[0.00002787723,0.00001154932,0.00006005987,0.00003634784,0.000001518782,0.00002331579,0.00001076726,0.00002225127,0.0001188054,0.001292155,0.9805501,0.0178452],"study_design_scores_gemma":[0.000003100946,0.000002800964,0.0001047277,0.00001376305,4.015255e-7,0.00000739751,0.00001304245,0.00001695432,0.00001872132,0.00007079014,0.9997466,0.000001767597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003317696,0.0006888033,0.0005655608,0.002858598,0.004111417,0.0001287708,0.00814243,0.003031519,0.9801412],"genre_scores_gemma":[0.0007811645,0.0003073817,0.0003618859,0.0006684688,0.0002859037,0.00004170116,0.004852982,0.0007424184,0.9919581],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9408227,"threshold_uncertainty_score":0,"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."}}