{"id":"W2936724669","doi":"10.22621/cfn.v132i3.1865","title":"Manitoba’s endangered alvars: an initial description of their extent and status","year":2019,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nature Conservancy of Canada","funders":"Nature Conservancy of Canada; Nature Conservancy","keywords":"Edaphic; Geography; Shrubland; Endangered species; Grassland; Vegetation (pathology); Grazing; Wetland; Land use; Ecology; Archaeology; Agroforestry; Forestry; Environmental science; Habitat; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001503134,0.0001062647,0.0001464302,0.00001323233,0.0002518364,0.0000564748,0.0001785714,0.0001049534,0.0004747119],"category_scores_gemma":[0.00003323513,0.00003854491,0.00004206265,0.00008286985,0.0001018405,0.0001149189,0.00003735103,0.0001500624,0.00002251616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006389912,"about_ca_system_score_gemma":0.00002530286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1288711,"about_ca_topic_score_gemma":0.9697255,"domain_scores_codex":[0.9992512,0.0000788577,0.0001299133,0.0001865768,0.00006586286,0.0002875511],"domain_scores_gemma":[0.9995062,0.0001441255,0.00006052087,0.00008828731,0.00005675819,0.0001441072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004570844,0.0002120813,0.6503996,0.0001037596,0.0004630724,0.00005925049,0.002818246,0.000005441085,0.07491758,0.005242008,0.04359238,0.2217295],"study_design_scores_gemma":[0.0001247602,0.0001977862,0.9449837,0.00001025693,0.00001400547,0.000009051249,0.003128838,0.00002092004,0.0005729844,0.0007362268,0.05006025,0.0001412299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896775,0.0003329777,1.059203e-7,0.005025123,0.0003601146,0.0002281032,0.000100912,0.00001286914,0.00426223],"genre_scores_gemma":[0.9977072,0.00008085341,0.00001484288,0.001688371,0.0001589328,0.000008433019,0.00001363675,8.321492e-7,0.0003268989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8408544,"threshold_uncertainty_score":0.8769299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04382095394765054,"score_gpt":0.2238383005477285,"score_spread":0.180017346600078,"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."}}