{"id":"W6943270701","doi":"10.15468/dl.tmmbn4","title":"Occurrence Download","year":2022,"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); The Internet","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":[0.001120956,0.00204841,0.001619186,0.005264637,0.001047534,0.002775044,0.002973324,0.002018214,0.1694354],"category_scores_gemma":[0.00635017,0.0009870637,0.001159951,0.0101276,0.0004601864,0.002395276,0.00265352,0.002050896,0.2421661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001646336,"about_ca_system_score_gemma":0.002519873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02176453,"about_ca_topic_score_gemma":0.03544818,"domain_scores_codex":[0.9988697,0.0001493874,0.0001475406,0.0003905317,0.0002588894,0.0001839585],"domain_scores_gemma":[0.9973357,0.0007409826,0.0002455499,0.0007094126,0.0006521163,0.0003162026],"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":[0.00002702106,0.00001035562,0.0003243107,0.0004627163,0.00001353933,0.0000142262,0.00002238359,0.00010118,0.0001108826,0.0003702047,0.9973317,0.001211434],"study_design_scores_gemma":[0.0000673,0.000007218566,0.001661451,0.0001730228,0.0000134571,0.00003727357,0.0000714561,0.0001342137,0.0001947798,0.0007366312,0.996886,0.00001719184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003550528,0.00002209773,0.00004464246,0.00003270005,0.00001101114,0.000004927308,0.9988417,0.000378912,0.0006284514],"genre_scores_gemma":[0.0001388928,0.00002846387,0.0001803746,0.00003975166,0.000003109599,0.00003762158,0.9989775,0.0001569954,0.0004371934],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8305646,"threshold_uncertainty_score":0.566818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850871640220096,"score_gpt":0.2277224731265546,"score_spread":0.2092137567243537,"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."}}