{"id":"W6924530985","doi":"10.15468/dl.889wse","title":"Occurrence Download","year":2024,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Accounting Education and Careers","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Feature (linguistics)","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":[0.0009957853,0.001891528,0.001471766,0.005678994,0.0009208799,0.002471366,0.002505314,0.001869335,0.1477757],"category_scores_gemma":[0.005673197,0.0008777798,0.001124933,0.01051261,0.0004371417,0.002113882,0.00252199,0.001863502,0.2210994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159619,"about_ca_system_score_gemma":0.002355349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0231546,"about_ca_topic_score_gemma":0.03953372,"domain_scores_codex":[0.9988917,0.000148025,0.0001402165,0.0003644453,0.0002632,0.0001924542],"domain_scores_gemma":[0.9974859,0.000615719,0.0002570081,0.000671662,0.0006710617,0.0002987221],"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":[0.0000276615,0.000009995924,0.0003956209,0.0004330692,0.0000137742,0.00001484745,0.00002017427,0.0001104943,0.0001015721,0.0003584485,0.9971614,0.001352913],"study_design_scores_gemma":[0.00006220132,0.000007383895,0.002075291,0.00016321,0.00001231716,0.00003627447,0.00006266998,0.0001284141,0.0001679525,0.0007314569,0.9965371,0.00001572883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004393268,0.00002573552,0.00003812681,0.00003215299,0.00001065286,0.000005152698,0.9988239,0.0003608352,0.0006594174],"genre_scores_gemma":[0.0001506364,0.00003098332,0.0001694499,0.0000414592,0.000003542068,0.00003465678,0.9989616,0.000134371,0.0004732537],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8522243,"threshold_uncertainty_score":0.4943588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357121392697631,"score_gpt":0.2146482820603052,"score_spread":0.2010770681333289,"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."}}