{"id":"W6931823970","doi":"10.5683/sp3/pg3sfs","title":"Functional Trait Database for Nova Scotian Coastal Barren, Green Roof, and Ruderal Flora","year":2022,"lang":"en","type":"dataset","venue":"Borealis","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ruderal species; Trait; Specific leaf area; Plant community; Canopy; Vegetation (pathology); Biodiversity; Epiphyte","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":[0.0004901642,0.0009867981,0.0007097164,0.007335705,0.0009125115,0.001354488,0.001187507,0.0005378854,0.01541109],"category_scores_gemma":[0.002871468,0.0003624349,0.0005482503,0.008506166,0.0003249813,0.0007201281,0.0008501302,0.0005572857,0.007398232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004959865,"about_ca_system_score_gemma":0.007452291,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7159855,"about_ca_topic_score_gemma":0.8503457,"domain_scores_codex":[0.9995241,0.0000221662,0.00006809651,0.0001130617,0.0001785082,0.00009405718],"domain_scores_gemma":[0.9963591,0.0004138626,0.0004198534,0.0002881575,0.002022522,0.0004965089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001056619,0.0001548831,0.1821075,0.007357799,0.0004404687,0.00114875,0.001502947,0.002508662,0.01099768,0.003744834,0.6770738,0.1119061],"study_design_scores_gemma":[0.00008897536,0.00003358697,0.3463177,0.0008424524,0.0001032457,0.0002478149,0.0006494808,0.001190671,0.0009148197,0.0006374627,0.6488758,0.00009790753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01338047,0.0007510299,0.0006618915,0.000053775,0.00002737756,0.0000680773,0.9784061,0.0005626437,0.006088653],"genre_scores_gemma":[0.02000806,0.0004717373,0.003053766,0.00007154599,0.000007899434,0.0001356397,0.9734201,0.0001526447,0.002678726],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2840145,"threshold_uncertainty_score":0.5713742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02089862438849326,"score_gpt":0.2780288313609333,"score_spread":0.25713020697244,"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."}}