{"id":"W7037545106","doi":"","title":"Diverse Uses of Historical Cartography : From Urban Analysis to the Educational Tool","year":2021,"lang":"en","type":"article","venue":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metadata; Georeference; Declaration; Digital mapping; Usability; Urban planning; Geospatial analysis; Cultural heritage","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003436382,0.0001200727,0.0003968231,0.0002285596,0.000385511,0.000009685945,0.0006480927,0.0001105429,0.003491871],"category_scores_gemma":[0.0001209741,0.0001081479,0.0003454716,0.001009018,0.0004760272,0.0001176491,0.0002172241,0.0002854471,0.00001880983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000147111,"about_ca_system_score_gemma":0.00006021702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01494993,"about_ca_topic_score_gemma":0.01279401,"domain_scores_codex":[0.9984005,0.0007839291,0.0001693255,0.0001862979,0.0003141787,0.0001457628],"domain_scores_gemma":[0.9980574,0.0010559,0.0001738183,0.000413268,0.0001930155,0.0001066499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001885409,0.0002735194,0.9820633,0.00001609631,0.0003861535,0.0000701603,0.005257018,0.0008457222,0.00007552919,0.0004981264,0.001576314,0.008749504],"study_design_scores_gemma":[0.0002684093,0.0002391314,0.9741272,0.0000118042,0.0003326108,0.000004984556,0.01470023,0.0002518282,0.00003870002,0.0002228867,0.009665173,0.0001370453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951691,0.0001984943,0.0009014654,0.0006575092,0.00008368198,0.00007233923,0.0007562424,0.0000112537,0.00214992],"genre_scores_gemma":[0.9973662,0.00004547339,0.002206292,0.00008435296,0.00001729622,5.495943e-8,0.0001718287,0.000001000691,0.0001074553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00944321,"threshold_uncertainty_score":0.9974191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04087344636238905,"score_gpt":0.2028543470328684,"score_spread":0.1619809006704793,"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."}}