{"id":"W6924552950","doi":"10.15468/dl.pcq686","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Alien; Reference data","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":[0.001016466,0.002023176,0.001444454,0.004545106,0.0009562475,0.002416027,0.002813967,0.002222776,0.1281426],"category_scores_gemma":[0.005956274,0.0007924406,0.001233022,0.008142254,0.0004652698,0.002155164,0.002457227,0.002047935,0.1976825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001561228,"about_ca_system_score_gemma":0.002223719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01975432,"about_ca_topic_score_gemma":0.03385034,"domain_scores_codex":[0.9989824,0.0001517208,0.0001279398,0.0003523786,0.0002216174,0.0001640074],"domain_scores_gemma":[0.9976121,0.0007099388,0.0002153114,0.0006214188,0.0005602934,0.0002810151],"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":[0.00002855577,0.00001487401,0.0004499778,0.0004905771,0.0000138142,0.00001613367,0.0000236868,0.0001485979,0.00009970633,0.0003332793,0.9968876,0.001493196],"study_design_scores_gemma":[0.00009330773,0.00001206407,0.002276741,0.0002135778,0.00001566119,0.00004478791,0.00009775508,0.000269905,0.000227921,0.0009154542,0.995813,0.00001993018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005982251,0.00002971061,0.00004965722,0.00004750668,0.00001388719,0.000007219149,0.9987556,0.0004375609,0.000599049],"genre_scores_gemma":[0.0001844135,0.0000312676,0.0002067203,0.00004772088,0.000003942278,0.00005009277,0.9989139,0.0001206999,0.0004412419],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8718574,"threshold_uncertainty_score":0.4286798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911723215715993,"score_gpt":0.2683028933444213,"score_spread":0.2491856611872614,"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."}}