{"id":"W4400404223","doi":"10.21203/rs.3.rs-4686733/v1","title":"Lichen communities across a subarctic region of Northern Quebec (Canada): conservation status, α- and β-diversity, and functional traits","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Université du Québec en Abitibi-Témiscamingue","funders":"Goldcorp; Environment and Climate Change Canada","keywords":"Subarctic climate; Lichen; Diversity (politics); Geography; Ecology; Biology; Political science; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004020985,0.0003265319,0.000451483,0.001824438,0.002920996,0.00148472,0.0007869067,0.0004255676,0.004156343],"category_scores_gemma":[0.0009774193,0.0001981341,0.0002589849,0.004161857,0.001002261,0.0004652705,0.0006654137,0.0003547017,0.0003542034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01947244,"about_ca_system_score_gemma":0.01435516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965029,"about_ca_topic_score_gemma":0.9987657,"domain_scores_codex":[0.9996274,0.00004214686,0.00001722167,0.00009183896,0.00006965583,0.000151632],"domain_scores_gemma":[0.998833,0.00009728795,0.0001687123,0.00002763717,0.0005458559,0.0003275927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002241779,0.00007274764,0.971204,0.0001170445,0.0001491424,0.0002176976,0.005310338,0.0003684046,0.002497537,0.0003216036,0.002044969,0.0174723],"study_design_scores_gemma":[0.000006463833,0.00001171934,0.9958234,0.00003215917,0.00001721377,0.000040823,0.002581569,0.0002081648,0.00005672693,0.00001951255,0.001194011,0.000008296268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948586,0.0007490009,0.0001390446,0.0001850658,0.000005654141,0.00002813056,0.002318358,0.00001318504,0.001702963],"genre_scores_gemma":[0.9953142,0.0003466785,0.0003006847,0.00009105762,0.000003444156,0.00001977536,0.0009909179,0.000006571579,0.002926645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01947244,"threshold_uncertainty_score":0.1412831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09697460304992024,"score_gpt":0.3020076028065212,"score_spread":0.2050329997566009,"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."}}