{"id":"W2509873718","doi":"10.7183/2326-3768.4.3.219","title":"Progression and Issues in the Mesoamerican Geospatial Revolution","year":2016,"lang":"en","type":"article","venue":"Advances in Archaeological Practice","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alphawood Foundation; National Aeronautics and Space Administration","keywords":"Archaeology; Lidar; Geospatial analysis; Terrain; Radiocarbon dating; Mesoamerica; Maya; Remote sensing; Geography; Cartography","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":[],"consensus_categories":[],"category_scores_codex":[0.001845917,0.0001039989,0.0001359251,0.00006981431,0.0001179742,0.000009781266,0.000236552,0.00006763568,0.0003490169],"category_scores_gemma":[0.006254398,0.00004392886,0.00001881907,0.0003079537,0.0009832544,0.0009447305,0.00006887965,0.000342944,0.00004303383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008877751,"about_ca_system_score_gemma":0.00001537258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001087313,"about_ca_topic_score_gemma":0.004822498,"domain_scores_codex":[0.9975022,0.001235877,0.0002031933,0.0003150518,0.0003646412,0.0003790028],"domain_scores_gemma":[0.9957927,0.0038878,0.00008671171,0.0001324119,0.00002719114,0.00007315352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004550086,0.00001638944,0.1838816,0.000005034235,0.000001007947,0.00006777828,0.0003119301,0.0000315284,0.00001812278,0.001431207,0.000008367919,0.813772],"study_design_scores_gemma":[0.0004046226,0.001294086,0.7437065,0.00005007238,0.00000239749,0.00007811136,0.0005142106,0.0004135371,0.00002599621,0.1544081,0.09897097,0.0001313245],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6906003,0.06422874,0.03365285,0.1802687,0.0003394782,0.002382286,0.00002781582,0.0001469287,0.02835294],"genre_scores_gemma":[0.9596545,0.02569907,0.01402185,0.0005047631,0.00007126112,0.00001936717,0.000003911787,0.000001304514,0.00002393467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8136407,"threshold_uncertainty_score":0.748755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717790032041356,"score_gpt":0.3408182416059118,"score_spread":0.3236403412854982,"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."}}