{"id":"W6887089289","doi":"10.15468/dl.ph2ypb","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Identification (biology); Confidentiality","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":[0.001003324,0.001987053,0.001430133,0.004645042,0.001012352,0.002384171,0.002900416,0.002174471,0.1195567],"category_scores_gemma":[0.005672968,0.0008320754,0.00123561,0.008817691,0.0004556259,0.002015734,0.00240677,0.002130259,0.190085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001683174,"about_ca_system_score_gemma":0.002366522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02244407,"about_ca_topic_score_gemma":0.04107233,"domain_scores_codex":[0.9990134,0.0001426837,0.0001232253,0.0003398712,0.0002316228,0.000149111],"domain_scores_gemma":[0.9977881,0.0006491491,0.0001975827,0.0005682175,0.000543802,0.0002531442],"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":[0.00002731076,0.0000140382,0.0004054157,0.0004825697,0.00001445411,0.00001467365,0.00002488998,0.0001335629,0.0001038615,0.0003694206,0.9968544,0.001555527],"study_design_scores_gemma":[0.00008195861,0.000008537863,0.002031159,0.0001887738,0.00001439076,0.00003828102,0.00007953494,0.0002071338,0.0001882853,0.0008550234,0.9962894,0.00001741764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005857004,0.00003568946,0.00005952258,0.00004675417,0.0000143554,0.000007030446,0.9986036,0.0004751903,0.0006992723],"genre_scores_gemma":[0.000175636,0.00003689274,0.0002475483,0.00004971614,0.000003701458,0.00005221245,0.9987961,0.0001365812,0.0005015873],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8804433,"threshold_uncertainty_score":0.399957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0457061991838754,"score_gpt":0.3277310985833687,"score_spread":0.2820248993994933,"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."}}