{"id":"W6929841046","doi":"10.5063/f1bc3x0n","title":"Geolocations of all Ephedra californica shrubs at key ecological areas within the San Joaquin Desert.","year":2022,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"Genetic Mapping and Diversity in Plants and Animals","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"San Joaquin; Key (lock); Geolocation; Vegetation (pathology); Ecosystem","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":[0.0004041739,0.001200957,0.0008896082,0.002130756,0.0005836722,0.001350532,0.001526213,0.0007270126,0.03492752],"category_scores_gemma":[0.002222938,0.0005152465,0.0003930735,0.006113112,0.0002076775,0.000628506,0.0009711485,0.001037331,0.02950002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001291445,"about_ca_system_score_gemma":0.002091693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1324217,"about_ca_topic_score_gemma":0.258989,"domain_scores_codex":[0.9996568,0.00003402432,0.0000366471,0.0001187615,0.00009678715,0.00005699066],"domain_scores_gemma":[0.9990134,0.0001783905,0.0001498265,0.0001871245,0.0003343862,0.0001368591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004300872,0.00001255548,0.00400919,0.000351101,0.00003426058,0.00002992784,0.00003649702,0.00036567,0.00007554149,0.000488139,0.9922019,0.002352119],"study_design_scores_gemma":[0.0002127541,0.00001016527,0.0273312,0.000345693,0.00004569278,0.00006223226,0.0001856833,0.0006742051,0.0003653647,0.0008263527,0.969912,0.00002862393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002541119,0.00002716243,0.0000255283,0.00002109469,0.000005573015,0.000001980169,0.9989058,0.00007595809,0.0006827928],"genre_scores_gemma":[0.0008435666,0.0000400492,0.0001883163,0.00001555427,0.000002355868,0.00002243574,0.9982445,0.00002451972,0.0006187327],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1324217,"threshold_uncertainty_score":0.2633019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877252083347046,"score_gpt":0.2472351196440288,"score_spread":0.2284625988105583,"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."}}