{"id":"W4226245076","doi":"10.2139/ssrn.4079562","title":"Stand Openness Predicts Hair Lichen (Bryoria) Abundance in the Lower Canopy, with Implications for the Conservation of Canada's Critically Imperiled Deep-Snow Mountain Caribou (Rangifer Tarandus Caribou)","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Lichen; Snow; Abundance (ecology); Ecology; Geography; Canopy; Environmental science; Physical geography; 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":[0.0002274446,0.0002148928,0.0001658913,0.0004516205,0.0006111388,0.001029438,0.0002454228,0.000346718,0.003634838],"category_scores_gemma":[0.0007618469,0.000134823,0.0002311522,0.0003596989,0.0004030323,0.0002439424,0.000361533,0.0004064075,0.0003899223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008594597,"about_ca_system_score_gemma":0.001085757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3872072,"about_ca_topic_score_gemma":0.7311143,"domain_scores_codex":[0.999892,0.00001177165,0.000002938102,0.00002442198,0.00001523197,0.00005358695],"domain_scores_gemma":[0.9991354,0.0001962775,0.0001535852,0.00003665864,0.000110701,0.0003674763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006113484,0.00002670322,0.9968333,0.000004573243,0.00002755741,0.00003460248,0.0001062559,0.0001540513,0.001385705,0.00003718611,0.0001147401,0.001214269],"study_design_scores_gemma":[9.9459e-7,0.000006633798,0.9992384,0.000002794045,0.000006657614,0.00002516649,0.0002583894,0.0002916682,0.00004878386,0.00002875776,0.00009015827,0.000001579607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991702,0.00006245572,0.0000489871,0.00002182682,0.000001969088,0.000001073499,0.0001759609,0.000003673209,0.0005137879],"genre_scores_gemma":[0.9993452,0.0000289843,0.00003417607,0.00000849248,0.000001256955,7.988769e-7,0.0001925337,0.000002682869,0.0003857249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6127928,"threshold_uncertainty_score":0.7699067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008399124560622044,"score_gpt":0.2087987233499093,"score_spread":0.2003995987892873,"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."}}