{"id":"W6924713051","doi":"10.15468/dl.tz8rsr","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Geography and Environmental Studies","field":"Environmental Science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001895211,0.0002798178,0.0002168488,0.00003643772,0.0004389414,0.00006375467,0.0004793532,0.0002299708,0.004899704],"category_scores_gemma":[0.0000446935,0.0002765384,0.0001661312,0.000435373,0.0004583009,0.0006491197,0.001127415,0.0002105619,0.8753732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003629949,"about_ca_system_score_gemma":0.00000743787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003957189,"about_ca_topic_score_gemma":0.0001379655,"domain_scores_codex":[0.9984809,0.00003657663,0.0002815511,0.0002687939,0.0005836312,0.0003485913],"domain_scores_gemma":[0.9992833,0.0000143615,0.000176119,0.0003758947,0.000008917757,0.0001414086],"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":[0.00001543868,0.00002943812,0.02546994,0.00003247526,0.00002331863,0.000002316454,0.00002906195,0.00004995802,3.217101e-8,7.456822e-9,0.9735099,0.0008380986],"study_design_scores_gemma":[0.0001681817,0.0000290186,0.01231633,0.000001179175,0.00003744105,0.000001597973,0.000148442,4.785403e-8,5.116111e-7,0.000002361046,0.9870139,0.0002809974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001514297,0.000008699961,7.078448e-7,0.0001125174,0.0004332716,0.00023725,0.9971414,0.00010776,0.0004440746],"genre_scores_gemma":[0.00001804829,0.0001990083,0.000001325419,0.0003239984,7.779835e-7,0.000007032693,0.9994495,1.503016e-8,3.297048e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8704736,"threshold_uncertainty_score":0.9999687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116614235513645,"score_gpt":0.1897026533388489,"score_spread":0.1785365109837125,"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."}}