{"id":"W6924875463","doi":"10.15468/dl.zmvwg2","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Education, Psychology, and Social Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geodetic datum; Coordinate system; Matching (statistics); Download; Range (aeronautics); Geographic coordinate conversion","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001663021,0.000177559,0.0002194742,0.0001333611,0.001459631,0.0002750478,0.0008446028,0.0005866833,0.001895823],"category_scores_gemma":[0.001714021,0.0002025425,0.0001438797,0.0008673911,0.0008466142,0.0008246884,0.0001836437,0.0003870775,0.4796345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000672161,"about_ca_system_score_gemma":0.0009726546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02068368,"about_ca_topic_score_gemma":0.002123534,"domain_scores_codex":[0.9976024,0.0003667166,0.0003130417,0.0002320395,0.0009766303,0.0005091416],"domain_scores_gemma":[0.9984501,0.0001195251,0.0002057841,0.0003718094,0.0005627979,0.0002900026],"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":[0.00001406542,0.00003474698,0.001647647,0.00005187349,0.00002007943,8.359749e-7,0.001426376,3.454537e-7,3.01858e-9,0.00000336925,0.9951912,0.001609446],"study_design_scores_gemma":[0.0001397665,0.00001551087,0.0006724934,0.000002033399,0.00001765592,1.739219e-7,0.007527314,6.202595e-9,5.109893e-8,0.00001393578,0.9914231,0.0001879448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004214008,0.00001571079,7.923878e-7,0.002103711,0.002379997,0.0004005552,0.9925712,0.0001563079,0.001950366],"genre_scores_gemma":[0.00000974066,0.0008656901,5.123421e-7,0.0004774609,0.0000154545,0.000008584631,0.9986173,1.977105e-8,0.000005225974],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4777387,"threshold_uncertainty_score":0.9998403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06249396069910933,"score_gpt":0.3727640483844185,"score_spread":0.3102700876853091,"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."}}