{"id":"W7140144571","doi":"10.17605/osf.io/m4u8q","title":"Scripts for: Predicting Suitable Habitat for Skwenkwínem (Claytonia lanceolata), a Culturally Significant Plant, Using a Reproducible Species Distribution Model","year":2022,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Habitat; Distribution (mathematics); Threatened species; Climate change; Quality (philosophy); Environmental niche modelling; Social ecological model","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":[0.0007517987,0.001257012,0.0005238915,0.001199897,0.0004465063,0.001017607,0.001811385,0.00141771,0.03571929],"category_scores_gemma":[0.003245278,0.0005305411,0.0009754173,0.001485951,0.0003435166,0.000818114,0.001222989,0.0009446479,0.0261755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193076,"about_ca_system_score_gemma":0.001119805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04635854,"about_ca_topic_score_gemma":0.1227664,"domain_scores_codex":[0.9996898,0.00006729004,0.00002815256,0.0001206813,0.00005383158,0.00004022701],"domain_scores_gemma":[0.9990577,0.0004374861,0.00007934672,0.0001900704,0.0001521547,0.0000831675],"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":[0.0001586514,0.00008840875,0.01500624,0.001057349,0.00009732859,0.0001420987,0.0001997516,0.007487318,0.0005066208,0.001577052,0.9634444,0.01023477],"study_design_scores_gemma":[0.0009431112,0.0000791346,0.05238076,0.0004937854,0.00008448969,0.0002607586,0.0005370381,0.04099391,0.001873798,0.007773614,0.8944528,0.0001268109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002420466,0.00005833518,0.0006961784,0.0001505283,0.00002396339,0.00003101016,0.9930184,0.002349518,0.001251699],"genre_scores_gemma":[0.005860942,0.00003994022,0.003031405,0.00007109936,0.000005996591,0.000169146,0.9896752,0.0002246829,0.0009215698],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04635854,"threshold_uncertainty_score":0.119493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1431255873224749,"score_gpt":0.3468757322777474,"score_spread":0.2037501449552725,"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."}}