{"id":"W6924839969","doi":"10.15468/dl.xvuktq","title":"Occurrence Download","year":2020,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Radioactive Decay and Measurement Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Confidentiality; Clupea","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":[0.0001274961,0.0002574334,0.0002556944,0.00004191122,0.0001915483,0.0001273545,0.0003949972,0.0001344287,0.002014841],"category_scores_gemma":[0.00001925838,0.0002660934,0.0001793954,0.0001926729,0.00009012537,0.0008115001,0.000151148,0.0002979091,0.1348887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001277109,"about_ca_system_score_gemma":0.0001208257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002994792,"about_ca_topic_score_gemma":9.082527e-7,"domain_scores_codex":[0.9989003,0.00004761933,0.0002790224,0.0001972079,0.0003640075,0.0002118435],"domain_scores_gemma":[0.9990926,0.000008479006,0.0002590414,0.0003032816,0.0001818571,0.0001546994],"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":[0.00002969073,0.0000348984,0.001842736,0.00004788238,0.00006244841,4.877646e-7,0.00002709639,0.00000113923,1.60864e-7,9.818679e-7,0.9955782,0.002374237],"study_design_scores_gemma":[0.0002139926,0.00002950749,0.00003721112,0.000002169267,0.00006000734,3.020513e-7,0.0001086512,5.847905e-8,0.00005648507,0.000005650633,0.9992328,0.0002531902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000629217,0.000004145215,0.000141314,0.00008054517,0.0002375862,0.0003187294,0.9983709,0.00009621041,0.0006876906],"genre_scores_gemma":[0.000179021,0.000007588324,0.000002520226,0.000263737,0.000004557683,0.000006724033,0.9995358,1.143028e-8,4.74887e-8],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1328739,"threshold_uncertainty_score":0.9999791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925627581506486,"score_gpt":0.2270958561062939,"score_spread":0.2078395802912291,"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."}}