{"id":"W6906088229","doi":"10.15468/dl.ys6awz","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Alien","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009528269,0.001888646,0.00160429,0.004862214,0.001025317,0.002519498,0.002740245,0.002136254,0.1488144],"category_scores_gemma":[0.005815045,0.0008868204,0.001307962,0.009699835,0.000461023,0.002346527,0.002602359,0.001950387,0.2146923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001573559,"about_ca_system_score_gemma":0.002300897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02368912,"about_ca_topic_score_gemma":0.0380704,"domain_scores_codex":[0.9989399,0.0001464623,0.0001338022,0.0003739779,0.0002290804,0.0001766279],"domain_scores_gemma":[0.997408,0.0007412003,0.0002352888,0.0006982237,0.0006262932,0.0002911037],"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":[0.00002963413,0.00001241407,0.0004063746,0.0005506867,0.00001425564,0.00001559588,0.00002483504,0.0001223471,0.0001182598,0.0003422479,0.9969506,0.001412787],"study_design_scores_gemma":[0.0000740942,0.00001004039,0.00229289,0.0002069103,0.00001519045,0.00004058181,0.00008876655,0.0001631023,0.0001948101,0.0007029064,0.9961922,0.0000185054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005006451,0.00002918675,0.0000410706,0.00004098839,0.00001324041,0.000005802357,0.9988237,0.000382407,0.0006134817],"genre_scores_gemma":[0.0001687512,0.00003529397,0.0001879793,0.00004763757,0.000003749837,0.00004160244,0.9989165,0.0001293523,0.0004690544],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8511856,"threshold_uncertainty_score":0.4978338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365312271414112,"score_gpt":0.2392044605254057,"score_spread":0.2155513378112646,"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."}}