{"id":"W6887070888","doi":"10.15468/dl.nwsba7","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); Software","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":[0.00109612,0.002023957,0.001640458,0.005355409,0.001053797,0.002721289,0.002952571,0.002085152,0.1628162],"category_scores_gemma":[0.006419696,0.0009878855,0.001168077,0.01043622,0.0004745009,0.002428831,0.002613137,0.002075485,0.2237156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001646604,"about_ca_system_score_gemma":0.002467536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02369264,"about_ca_topic_score_gemma":0.03887494,"domain_scores_codex":[0.9988338,0.0001585577,0.0001555312,0.0003990867,0.0002646543,0.0001883806],"domain_scores_gemma":[0.9972191,0.0007864936,0.0002568845,0.0007458294,0.0006781864,0.0003134529],"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":[0.00002749352,0.00001080346,0.0003537805,0.0004957254,0.00001425361,0.00001509278,0.00002371006,0.0001140763,0.0001092947,0.0003733341,0.9971956,0.001266805],"study_design_scores_gemma":[0.00006964804,0.00000732705,0.00178231,0.0001859064,0.0000139617,0.00003880048,0.00007524194,0.0001402922,0.0001806171,0.0007399056,0.9967484,0.00001756835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003766723,0.00002347612,0.00004402813,0.00003334043,0.0000112397,0.000004796301,0.9988933,0.0003536331,0.0005985065],"genre_scores_gemma":[0.0001405923,0.00002957291,0.0001818314,0.00003883265,0.000003071539,0.00003683122,0.9989944,0.0001457156,0.0004291135],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8371838,"threshold_uncertainty_score":0.5446745,"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."}}