{"id":"W4408215193","doi":"10.15353/acmla.n174.6017","title":"Here Today, Here Tomorrow?","year":2024,"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":"Cape Breton University","funders":"","keywords":"Computer science; Political science; Business","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":[0.0005992202,0.0003953079,0.0003953345,0.0007553617,0.009618233,0.006053929,0.0007901449,0.001749564,0.3142493],"category_scores_gemma":[0.002359039,0.0002256639,0.0003073021,0.000978137,0.001506103,0.005412884,0.002924009,0.002786923,0.1329795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003678427,"about_ca_system_score_gemma":0.00438277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1352513,"about_ca_topic_score_gemma":0.3819854,"domain_scores_codex":[0.999529,0.00005842946,0.00001097851,0.00006095348,0.0001160873,0.0002245969],"domain_scores_gemma":[0.9982913,0.00004517098,0.00004103086,0.00004319104,0.000370937,0.001208332],"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":[0.00001039962,0.00001231619,0.000684097,0.00002550718,0.000001718948,0.000137431,0.002346881,0.000003959068,0.00009884898,0.002572947,0.9716265,0.02247943],"study_design_scores_gemma":[0.000001700156,0.000004283623,0.0008729284,0.00004202632,0.000001667158,0.00009062227,0.008341452,0.000004122362,0.0000411962,0.0004108452,0.9901816,0.000007507052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008104872,0.006780902,0.0009743703,0.1897389,0.02223649,0.00009021956,0.003738611,0.001314605,0.7670211],"genre_scores_gemma":[0.02915131,0.002650738,0.0005971182,0.0277915,0.0009521801,0.00003764613,0.0008213125,0.0002990184,0.9376993],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3142493,"threshold_uncertainty_score":0.9781401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009566971880426477,"score_gpt":0.2110283702548945,"score_spread":0.201461398374468,"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."}}