{"id":"W6924974934","doi":"10.15468/dl.tnttwc","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Education, Technology, and Ethics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Alien; Range (aeronautics)","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":[0.0009883135,0.001895645,0.00155695,0.004739679,0.001046477,0.002521301,0.002741863,0.002115074,0.1376389],"category_scores_gemma":[0.005894457,0.0008892167,0.001294068,0.008777926,0.0004713665,0.002243378,0.002569891,0.002099333,0.2036443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001608177,"about_ca_system_score_gemma":0.002323052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02293341,"about_ca_topic_score_gemma":0.03896477,"domain_scores_codex":[0.9989085,0.000153801,0.000134769,0.000372541,0.0002508187,0.0001795374],"domain_scores_gemma":[0.9974641,0.0007153956,0.0002192681,0.0006851194,0.0006290583,0.0002871251],"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":[0.00003032103,0.0000133864,0.0004368664,0.0004926272,0.00001423525,0.00001646383,0.00002563515,0.0001246705,0.0001082962,0.0003644419,0.9970086,0.001364413],"study_design_scores_gemma":[0.00007502133,0.000009148127,0.002248194,0.0001930985,0.0000141922,0.00004384423,0.00008806647,0.000177147,0.000200234,0.0007908216,0.9961421,0.00001816512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005662271,0.00003017667,0.00004963941,0.00004278687,0.00001423328,0.000006564256,0.9986706,0.0004472383,0.0006821241],"genre_scores_gemma":[0.0001749249,0.00003348149,0.0001987202,0.00004851597,0.000003755044,0.00004530862,0.9988734,0.0001494247,0.0004723701],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8623611,"threshold_uncertainty_score":0.460448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02318704749541473,"score_gpt":0.2501445177775917,"score_spread":0.2269574702821769,"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."}}