{"id":"W6887158815","doi":"10.15468/dl.qhpx6y","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); Alien","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":[0.001057064,0.001936384,0.001645924,0.005064607,0.0009905212,0.002593922,0.002844239,0.002108421,0.157512],"category_scores_gemma":[0.006134765,0.0008938463,0.001218626,0.009953889,0.0004485755,0.002256826,0.002443425,0.002011019,0.218376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001626496,"about_ca_system_score_gemma":0.002376199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02161631,"about_ca_topic_score_gemma":0.03411509,"domain_scores_codex":[0.9989321,0.000148372,0.0001344916,0.0003682378,0.0002390474,0.0001778635],"domain_scores_gemma":[0.9974583,0.0007514485,0.0002371887,0.0006461513,0.0006204954,0.0002864837],"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":[0.00003011446,0.00001161688,0.0003553102,0.0005571629,0.00001556568,0.00001431196,0.00002154518,0.0001279372,0.0001177682,0.0003654924,0.9969959,0.001387213],"study_design_scores_gemma":[0.000077149,0.00000893143,0.001976078,0.0002096102,0.00001561765,0.00003564995,0.00007141304,0.0001539403,0.000199049,0.0008092097,0.996425,0.0000183053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003824895,0.00002661497,0.00003942736,0.0000341993,0.00001102682,0.000004953685,0.9989429,0.0003274782,0.0005751858],"genre_scores_gemma":[0.0001501953,0.00003320049,0.0001727982,0.00004215436,0.00000329609,0.0000409622,0.9989977,0.0001296262,0.000430096],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.842488,"threshold_uncertainty_score":0.5269302,"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."}}