{"id":"W3037067285","doi":"10.31274/etd-20200624-25","title":"Late Quaternary paleoecology of the North American midcontinent","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vegetation (pathology); Paleoecology; Quaternary; Geology; Precipitation; Physical geography; Climatology; Paleoclimatology; Climate change; Geography; Paleontology; Oceanography; Meteorology","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":[0.0002186718,0.0001316275,0.0001373305,0.001646076,0.001077973,0.0009766448,0.0002300814,0.0001830555,0.003148519],"category_scores_gemma":[0.0004797875,0.00009398139,0.0001080633,0.002336105,0.0004023721,0.0004630756,0.0003306977,0.0002656177,0.0002936056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277566,"about_ca_system_score_gemma":0.0007602553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1372747,"about_ca_topic_score_gemma":0.4071554,"domain_scores_codex":[0.9999508,0.000007493938,0.000003248481,0.00001573103,0.00001133039,0.00001147732],"domain_scores_gemma":[0.9997961,0.00002302499,0.00005086719,0.00001192802,0.00008485303,0.00003318193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006704475,0.00004297424,0.8791831,0.0002203125,0.00007784755,0.0004254475,0.006376426,0.001150291,0.002580062,0.003738705,0.007530737,0.09860692],"study_design_scores_gemma":[8.176401e-7,0.000001835833,0.9908103,0.00001861713,0.000003922832,0.00003001614,0.0004079413,0.0001170901,0.00002480375,0.0001470983,0.008435973,0.000001601404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9662874,0.007028522,0.0003467771,0.001203049,0.0001034078,0.0000108464,0.002547388,0.00005409819,0.02241849],"genre_scores_gemma":[0.9913624,0.003000028,0.00050081,0.0001738545,0.00006392132,0.00001476083,0.001397346,0.00002164214,0.003465318],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8627253,"threshold_uncertainty_score":0.2729513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265339275534674,"score_gpt":0.2436555444106581,"score_spread":0.2310021516553114,"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."}}