{"id":"W4380627629","doi":"10.29173/bluejay6359","title":"Mammals of the Delta Marsh, Manitoba","year":2023,"lang":"en","type":"article","venue":"Blue Jay","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Manitoba","keywords":"Delta; Marsh; Environmental science; Geology; Physical geography; Hydrology (agriculture); Geography; Ecology; Biology; Wetland; Engineering; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.0002932957,0.0002755362,0.000201165,0.001746764,0.002163637,0.0005972357,0.0005538619,0.0001844392,0.001923806],"category_scores_gemma":[0.0004738031,0.0002968654,0.0001025437,0.002054057,0.001000541,0.0003816578,0.0009442772,0.0002992467,0.0002477537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002658973,"about_ca_system_score_gemma":0.002903503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6838986,"about_ca_topic_score_gemma":0.9506511,"domain_scores_codex":[0.9998921,0.00002874703,0.000005283579,0.00001852446,0.00002043181,0.00003501318],"domain_scores_gemma":[0.9995924,0.00004593125,0.0000746462,0.00001672396,0.000106774,0.000163623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000139898,0.00006785283,0.9744605,0.00007308734,0.00004316206,0.0007515005,0.01188866,0.00007016907,0.003343629,0.0004916438,0.0005373657,0.008132589],"study_design_scores_gemma":[0.000003349296,0.00002424254,0.9927496,0.00001634623,0.000008892462,0.00020721,0.005766342,0.00004652825,0.000085375,0.00003326563,0.001055699,0.000003061072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983414,0.0002106745,0.00003080786,0.00005375723,0.000002132725,0.000007920016,0.0002139781,0.000002097723,0.001137097],"genre_scores_gemma":[0.9967002,0.0006003635,0.0002134518,0.00005388343,0.000003208651,0.00001611588,0.0002565017,0.000002743008,0.002153513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3161014,"threshold_uncertainty_score":0.635926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01774849904087785,"score_gpt":0.20322743310837,"score_spread":0.1854789340674922,"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."}}