{"id":"W6962115690","doi":"10.15468/dl.nwfxpy","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); Alien; 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":[0.001017437,0.001949894,0.00157641,0.004934116,0.001058364,0.002526984,0.002782764,0.002210164,0.1411379],"category_scores_gemma":[0.006258009,0.0008862789,0.001301948,0.009693602,0.0004580454,0.002325124,0.002511136,0.002022457,0.2044481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001631964,"about_ca_system_score_gemma":0.002472752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02357417,"about_ca_topic_score_gemma":0.03897815,"domain_scores_codex":[0.9988595,0.0001650237,0.0001446182,0.0003986246,0.0002498669,0.0001823831],"domain_scores_gemma":[0.997169,0.0008348093,0.0002491226,0.0007625602,0.0006912267,0.0002933238],"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":[0.00003187918,0.00001298472,0.0004175116,0.0005518455,0.00001485849,0.00001571301,0.0000243385,0.0001300309,0.0001170865,0.0003597847,0.9968353,0.001488723],"study_design_scores_gemma":[0.000074681,0.00001016929,0.002144557,0.0002121042,0.0000152664,0.00004035941,0.00008537521,0.0001693024,0.000198742,0.0007740726,0.9962565,0.00001895822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000492018,0.00003086379,0.00004421042,0.00004179034,0.00001341949,0.00000587759,0.9988213,0.0003913259,0.0006020751],"genre_scores_gemma":[0.0001711506,0.00003519481,0.0001991552,0.00004786074,0.000003700295,0.00004244536,0.998906,0.0001276369,0.0004669192],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.858862,"threshold_uncertainty_score":0.4721534,"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."}}