{"id":"W6887064240","doi":"10.15468/dl.n8hyra","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); Data file","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":[0.0009802642,0.002053698,0.001671726,0.005080201,0.00102895,0.002539288,0.002908624,0.002240506,0.1446805],"category_scores_gemma":[0.006038955,0.0009216492,0.001247872,0.00981185,0.0004634778,0.002278523,0.00261312,0.002015159,0.21642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001719694,"about_ca_system_score_gemma":0.002430175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02328321,"about_ca_topic_score_gemma":0.03649555,"domain_scores_codex":[0.9989504,0.0001365109,0.000134154,0.000361618,0.000238258,0.0001790269],"domain_scores_gemma":[0.9976498,0.000648665,0.0002259156,0.0006161075,0.0005923753,0.0002670587],"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":[0.00003109923,0.00001170934,0.000420963,0.0005856687,0.00001627266,0.0000173276,0.0000270856,0.0001477871,0.0001432606,0.0004176777,0.9966354,0.001545719],"study_design_scores_gemma":[0.00007005739,0.000008198364,0.001821441,0.0001973072,0.00001510779,0.00003901356,0.00007741308,0.0001689911,0.0002038262,0.0007678293,0.9966123,0.00001858864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004198533,0.00002759608,0.00004637178,0.00003531711,0.00001191152,0.000005077311,0.998812,0.0004149422,0.0006048621],"genre_scores_gemma":[0.000157612,0.00003249767,0.0002045077,0.00004248867,0.00000316597,0.00003797841,0.9989561,0.0001506683,0.0004150563],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8553195,"threshold_uncertainty_score":0.4840044,"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."}}