{"id":"W6948286290","doi":"10.5063/f1g44nrd","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":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"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":[0.0003030789,0.001101094,0.0006863127,0.001786622,0.0004389891,0.0011001,0.001205702,0.0006721068,0.0293374],"category_scores_gemma":[0.001709728,0.0004827227,0.0003830571,0.004920322,0.0001682454,0.0006111259,0.0007591434,0.0008855108,0.02261404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252244,"about_ca_system_score_gemma":0.00187625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1832621,"about_ca_topic_score_gemma":0.3126315,"domain_scores_codex":[0.9997361,0.00002260376,0.00002897695,0.00008783206,0.00007600601,0.00004841683],"domain_scores_gemma":[0.9992673,0.00009377045,0.0001113895,0.00012055,0.0003045624,0.0001023788],"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":[0.00004181277,0.00001156317,0.004186123,0.0003145711,0.00003005971,0.00002696442,0.0000269779,0.0003761156,0.00006705389,0.0003732654,0.9923391,0.002206326],"study_design_scores_gemma":[0.0002426096,0.00001359208,0.04068969,0.0003631947,0.00004466006,0.00006333313,0.0001842938,0.0009434525,0.0004075066,0.0006422036,0.9563758,0.00002985511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003063285,0.00002838761,0.00002027443,0.00002569084,0.000008184268,0.000002469245,0.9987955,0.00006947141,0.0007437385],"genre_scores_gemma":[0.001026492,0.00004309958,0.0001531318,0.00001845949,0.000003316239,0.00002372588,0.9979888,0.00002096191,0.0007220538],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1832621,"threshold_uncertainty_score":0.3643907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03114962150298429,"score_gpt":0.2639083895635475,"score_spread":0.2327587680605632,"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."}}