{"id":"W6906119842","doi":"10.15468/dl.sgrc59","title":"Occurrence Download","year":2024,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herbarium; Download; Chapel; Fish <Actinopterygii>; Census; Range (aeronautics); Matching (statistics)","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":[0.0008846666,0.003009647,0.002123526,0.006097469,0.001455028,0.004117988,0.003399167,0.00256892,0.2620293],"category_scores_gemma":[0.00655408,0.001106948,0.001946663,0.009818594,0.000425548,0.004581997,0.004018249,0.002479101,0.3656886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001794933,"about_ca_system_score_gemma":0.002325687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0207819,"about_ca_topic_score_gemma":0.0377811,"domain_scores_codex":[0.9986281,0.0001546441,0.0001761822,0.000521408,0.0003090221,0.0002105931],"domain_scores_gemma":[0.9976063,0.0005747422,0.0001802829,0.0006011156,0.0007539049,0.0002837171],"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":[0.00004906384,0.00001496197,0.0003602972,0.0005276097,0.00001394242,0.00002496033,0.0000233942,0.0001072243,0.00009582088,0.0004166374,0.9954935,0.002872653],"study_design_scores_gemma":[0.00007563573,0.00001472164,0.001298203,0.0001668629,0.00001429544,0.00006104471,0.0001034815,0.0003858606,0.0001998809,0.001463559,0.9961938,0.00002271581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008923384,0.00008197222,0.0001899039,0.00008775845,0.00003351619,0.00001539745,0.9947287,0.002629684,0.002143889],"genre_scores_gemma":[0.0002881579,0.00006379641,0.0005805288,0.00009519618,0.000009674819,0.00005429942,0.9972196,0.0005395775,0.001149311],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7379707,"threshold_uncertainty_score":0.8765754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01708767307206114,"score_gpt":0.2335971948231368,"score_spread":0.2165095217510757,"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."}}