{"id":"W6924703699","doi":"10.15468/dl.qyxef2","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Matching (statistics); Range (aeronautics); Download; Set (abstract data type); Identification (biology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003145587,0.0002388858,0.0001996911,0.0001729642,0.0006434898,0.0004076593,0.0005537219,0.000173745,0.1229504],"category_scores_gemma":[0.0003334614,0.0002645479,0.0001078562,0.000707037,0.0000890691,0.001989087,0.0005167907,0.0004032294,0.2584047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002121719,"about_ca_system_score_gemma":0.00007990674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009367172,"about_ca_topic_score_gemma":0.00001046383,"domain_scores_codex":[0.9986092,0.0000225676,0.000287297,0.0002130303,0.0006161164,0.0002517584],"domain_scores_gemma":[0.9990046,0.00001573498,0.0003977118,0.0003128923,0.0002471308,0.00002193739],"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":[0.00002880189,0.00003088016,0.003429307,0.0002546841,0.0000182584,0.000001962158,0.00001293401,0.00006982258,7.994265e-9,0.000001902767,0.9958273,0.0003241719],"study_design_scores_gemma":[0.0002297578,0.000006200433,0.0002315426,0.00000132186,0.00005795401,0.000001531162,0.000334389,3.837693e-7,6.713916e-8,0.000001938688,0.9988526,0.0002822746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001944974,0.00001165716,0.000001705755,0.000702798,0.0008143769,0.000182905,0.9974297,0.0001651193,0.0004972712],"genre_scores_gemma":[0.00006188187,0.000005948574,2.98044e-7,0.003712145,0.0000139456,0.000003099715,0.9962022,2.994662e-8,4.692845e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1354543,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01880168198848544,"score_gpt":0.1977670523243647,"score_spread":0.1789653703358792,"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."}}