{"id":"W4411405034","doi":"10.1017/9781009158688.009","title":"Spatio-temporal Analysis","year":2025,"lang":"es","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Northern British Columbia","funders":"","keywords":"Computer science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001101472,0.0006796307,0.0008973166,0.0009360891,0.0003258539,0.0001019011,0.0008888083,0.0006683354,0.00002690117],"category_scores_gemma":[0.00001265405,0.0009502699,0.0007456345,0.00009840421,0.0002061849,0.00009475077,0.0004874615,0.0007289565,0.00004402873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004360045,"about_ca_system_score_gemma":0.0001371247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002495923,"about_ca_topic_score_gemma":0.00005317943,"domain_scores_codex":[0.9978827,0.00003551162,0.0004509865,0.0008317818,0.0003581927,0.0004408195],"domain_scores_gemma":[0.9977017,0.0001283265,0.0002426909,0.001342043,0.0003423397,0.0002428733],"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":[0.00004095663,0.00001769759,0.000140685,0.0002329246,0.003695676,0.00006516919,0.00003705054,0.02166791,0.00001653503,0.9608081,0.01146407,0.001813251],"study_design_scores_gemma":[0.0003876703,0.00002093264,0.0001420329,0.0001894985,0.006168789,0.000001426665,0.00001327138,0.1104941,0.0001808136,0.00001055661,0.8815518,0.0008391473],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003825164,0.0001348057,0.1498402,0.0000286007,0.0002587076,0.0005808024,0.001387941,0.0004807432,0.8469056],"genre_scores_gemma":[0.06028476,0.0002830212,0.003426862,0.00003420888,0.0001601787,0.000004721187,0.0009712649,0.0000740108,0.934761],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9607975,"threshold_uncertainty_score":0.9992948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526557568425949,"score_gpt":0.2008070954852196,"score_spread":0.1855415198009601,"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."}}