{"id":"W4408958216","doi":"10.1007/978-3-031-81873-8","title":"Abandoned Places in the Digital Era","year":2025,"lang":"en","type":"book","venue":"SpringerBriefs in regional science","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Agencia Nacional de Investigación y Desarrollo; Universidad Andrés Bello; York University; Pontificia Universidad Católica de Chile; Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; London School of Economics and Political Science","keywords":"Geography; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004120985,0.0003345435,0.0003677005,0.001499062,0.00402015,0.008768829,0.0008901648,0.0009861938,0.03031083],"category_scores_gemma":[0.000942049,0.000242392,0.0001994562,0.006197684,0.005885843,0.004675396,0.003799649,0.00107007,0.004401782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002373287,"about_ca_system_score_gemma":0.00154755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00979311,"about_ca_topic_score_gemma":0.03737554,"domain_scores_codex":[0.9996718,0.00009208792,0.00001730928,0.00004348075,0.00009659515,0.00007870066],"domain_scores_gemma":[0.9997082,0.00009143894,0.00003718248,0.00007177857,0.0000410268,0.0000503778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001406431,0.00003885611,0.003425427,0.0003354556,0.00001350005,0.001338547,0.04801986,0.0003715947,0.0004437958,0.5997882,0.09162895,0.2544552],"study_design_scores_gemma":[0.000005224934,0.00001504635,0.002445317,0.0002042686,0.000007452876,0.0004612228,0.01729347,0.00007281997,0.00008218599,0.02165836,0.9577467,0.000007867558],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04802183,0.02481347,0.001293954,0.005983516,0.001242125,0.00001634937,0.0002447623,0.00005315428,0.9183308],"genre_scores_gemma":[0.498837,0.02582217,0.001382631,0.000741943,0.0007312938,0.00002684318,0.0003515929,0.0001574099,0.4719491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03031083,"threshold_uncertainty_score":0.1013998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0268892172593524,"score_gpt":0.2613728807900544,"score_spread":0.234483663530702,"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."}}