{"id":"W2271304073","doi":"10.14288/1.0088593","title":"Ecology of the microbiotic crust of the antelope-brush (Purshia tridentata) shrub steppe of the South Okanagan, British Columbia","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Biocrusts and Microbial Ecology","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecology; Steppe; Shrub; Geography; Archaeology; Forestry; Biology","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":[0.00009993756,0.0001937173,0.0002238217,0.0007900486,0.001073989,0.0006861365,0.0002985456,0.0001748678,0.0008765186],"category_scores_gemma":[0.0002067562,0.0001947927,0.0001030404,0.0007739755,0.0005814797,0.0001503936,0.0004419913,0.000190071,0.0001488192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001374896,"about_ca_system_score_gemma":0.001467079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4878426,"about_ca_topic_score_gemma":0.8508053,"domain_scores_codex":[0.9998856,0.000009987965,0.000005074114,0.00002704905,0.00003039699,0.00004184324],"domain_scores_gemma":[0.9997956,0.00002267515,0.0000412654,0.000006469564,0.00006727074,0.00006677581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001980548,0.00007020302,0.89204,0.000141043,0.0000525256,0.0005732845,0.005583587,0.0002220527,0.08308103,0.0001308271,0.0001500929,0.01775738],"study_design_scores_gemma":[7.385666e-7,0.00001636352,0.9987254,0.000005064119,0.000002676014,0.00004507828,0.0008448284,0.00003566682,0.0001553808,0.000003546631,0.0001631905,0.00000200697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993637,0.00007342776,0.00002076223,0.000004256152,2.916505e-7,0.000004298768,0.00003663877,7.651468e-7,0.0004958904],"genre_scores_gemma":[0.999178,0.0001420978,0.000111154,0.000009686334,4.252284e-7,0.00000484615,0.00009642221,0.000001075167,0.0004561487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5121574,"threshold_uncertainty_score":0.9700061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005939258873042301,"score_gpt":0.1427597747822101,"score_spread":0.1368205159091678,"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."}}