{"id":"W6905882100","doi":"10.15468/dl.nkbmr2","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); Set (abstract data type); Data set","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":[0.0008395623,0.001915849,0.001440781,0.004614858,0.0009626049,0.00249757,0.002690629,0.00198674,0.1526711],"category_scores_gemma":[0.00540737,0.000889159,0.001257242,0.009398764,0.000414244,0.002279982,0.002466539,0.001991827,0.221038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001537973,"about_ca_system_score_gemma":0.002303084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02436343,"about_ca_topic_score_gemma":0.0383487,"domain_scores_codex":[0.9990284,0.0001292772,0.0001156841,0.0003533894,0.0002106225,0.0001626243],"domain_scores_gemma":[0.9978691,0.0005831547,0.0001925676,0.0005609387,0.0005453737,0.0002487401],"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":[0.000027284,0.00001086755,0.0003991709,0.0004940662,0.00001395141,0.00001425524,0.00002225847,0.0001255077,0.0001011568,0.0003429556,0.9968898,0.001558775],"study_design_scores_gemma":[0.00006461162,0.000008087169,0.001867504,0.0001913264,0.00001353273,0.00003621478,0.0000708017,0.0001753603,0.0001820178,0.0007341627,0.9966396,0.00001666514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000471846,0.0000335818,0.00004988603,0.00004276267,0.00001362107,0.000005741604,0.9986542,0.0004486118,0.0007043477],"genre_scores_gemma":[0.0001765145,0.00003943983,0.0002004099,0.00005413351,0.00000387394,0.00004294562,0.9987729,0.0001538457,0.0005558994],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8473289,"threshold_uncertainty_score":0.5107358,"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."}}