{"id":"W6967309716","doi":"10.5061/dryad.9s4mw6mn8","title":"Effective management for deadwood-dwelling lichen diversity requires landscape-scale habitat protection","year":2023,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Habitat; Lichen; Species richness; Taiga; Biodiversity; Habitat destruction; Boreal; Dead wood; Species diversity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007645094,0.0003270148,0.000498315,0.0005346419,0.0004666794,0.001051742,0.0004698585,0.0002885335,0.001345615],"category_scores_gemma":[0.001285024,0.0001125764,0.0002883133,0.0005176461,0.0005987324,0.0008366992,0.0007967121,0.0003521435,0.0003624891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003264949,"about_ca_system_score_gemma":0.0003351028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002464664,"about_ca_topic_score_gemma":0.01303142,"domain_scores_codex":[0.9996147,0.0001197485,0.00003142593,0.00006233186,0.00008222039,0.00008943941],"domain_scores_gemma":[0.998364,0.0003648991,0.0006811579,0.0001600629,0.0001301394,0.0002998008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001570378,0.0003639324,0.8123057,0.0005209582,0.0001769912,0.0003649857,0.001062906,0.003449359,0.02375388,0.0003870048,0.0006005804,0.1568566],"study_design_scores_gemma":[0.000003559978,0.0002372404,0.9960188,0.0000645585,0.00002081264,0.0001505905,0.001039357,0.0005938351,0.0003397982,0.0004482646,0.001073081,0.000009941686],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9962166,0.001354587,0.0008978085,0.0001106267,0.000007806781,0.00001624344,0.00008745486,0.00003599032,0.001272839],"genre_scores_gemma":[0.9982879,0.0005265864,0.0007293971,0.00004491356,0.00001266276,0.0000125908,0.0001219597,0.000005162487,0.0002589551],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.002464664,"threshold_uncertainty_score":0.004900634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05149324082903617,"score_gpt":0.3145931087473772,"score_spread":0.263099867918341,"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."}}