{"id":"W1836936626","doi":"","title":"Riparian Landscape Change in Central Oklahoma, 1872-1991","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Oklahoma Academy of Science","topic":"Archaeology and Natural History","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Riparian zone; Geography; Wetland; Urbanization; Riparian forest; Forestry; Land use; Habitat; Physical geography; Agroforestry; Ecology; Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001671541,0.0002103006,0.0001470601,0.0009105049,0.00189031,0.0007911247,0.0005515461,0.0003258444,0.001887744],"category_scores_gemma":[0.0004302851,0.0001204739,0.0001563493,0.002266244,0.0003949405,0.0003871641,0.0005310094,0.0003938956,0.0002735988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0135,"about_ca_system_score_gemma":0.00431694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8990172,"about_ca_topic_score_gemma":0.9815602,"domain_scores_codex":[0.9997671,0.00001540526,0.000009341876,0.0000454418,0.00007006441,0.00009271639],"domain_scores_gemma":[0.9996406,0.00001580806,0.00008276876,0.00001383801,0.0001504783,0.00009640973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001047089,0.0001256404,0.9718874,0.00007012014,0.00008788655,0.0004507529,0.001988571,0.0004231813,0.001369373,0.000100509,0.005032546,0.01835928],"study_design_scores_gemma":[0.000001527365,0.000006598108,0.997271,0.000007962709,0.000005594521,0.00002856212,0.0008644969,0.00006909915,0.00003987248,0.000003790268,0.001698817,0.000002600719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943203,0.0004204119,0.00002567172,0.0001428248,0.000009305452,0.00002001481,0.003235525,0.000008590384,0.001817287],"genre_scores_gemma":[0.9955456,0.0003059964,0.0001409544,0.00008702908,0.000008275268,0.00002605162,0.002273084,0.00000386291,0.001609031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8990172,"threshold_uncertainty_score":0.2031549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05184085554765998,"score_gpt":0.3166616450314201,"score_spread":0.2648207894837601,"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."}}