{"id":"W6924695831","doi":"10.15468/dl.tjx6vy","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Alien; State (computer science)","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":[0.0005223039,0.0002617156,0.0002482174,0.00009643405,0.0003663221,0.00006116051,0.0006944551,0.0003241631,0.2828462],"category_scores_gemma":[0.00008967966,0.0002851429,0.0001116744,0.0002842253,0.00008424175,0.0002988733,0.0005210955,0.0005825774,0.2710257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005871285,"about_ca_system_score_gemma":0.0001198986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006007819,"about_ca_topic_score_gemma":0.000001448304,"domain_scores_codex":[0.9981853,0.0001192434,0.0004343276,0.0002803998,0.0005751142,0.0004055601],"domain_scores_gemma":[0.9988813,0.00002779774,0.000328763,0.0005084006,0.00007824154,0.000175438],"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":[0.000056201,0.0000491672,0.0008341577,0.00006429962,0.00006589801,0.00000526558,0.0002665102,0.000002118804,5.769258e-9,3.681014e-7,0.9952785,0.003377463],"study_design_scores_gemma":[0.0003601651,0.00003131659,0.0001511281,0.000001202761,0.00003592001,0.000006607745,0.0005560269,4.543923e-9,2.294988e-7,4.537337e-7,0.9985729,0.0002840316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002725371,0.00003857049,0.000001204169,0.0001196779,0.007614527,0.000255031,0.9904708,0.000100671,0.001127023],"genre_scores_gemma":[0.000002859685,0.00003800855,6.19704e-7,0.0006148003,0.000002504557,0.00002071021,0.9993177,1.280341e-8,0.000002767372],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0118205,"threshold_uncertainty_score":0.9999601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02598213269117886,"score_gpt":0.2670318008145206,"score_spread":0.2410496681233417,"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."}}