{"id":"W6924834996","doi":"10.15468/dl.wqddmk","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Raw data; Order (exchange)","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":[],"category_scores_codex":[0.0001230821,0.0002937475,0.0002600084,0.0001403914,0.000117051,0.00008594708,0.0006136829,0.0005556992,0.0001743673],"category_scores_gemma":[0.0002027143,0.0003183414,0.0001051252,0.0004651283,0.0001470131,0.0004756684,0.0003128521,0.0003871021,0.5114832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004780772,"about_ca_system_score_gemma":0.00004300216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001357526,"about_ca_topic_score_gemma":0.000007992213,"domain_scores_codex":[0.9988002,0.00001238133,0.0003125873,0.0001490576,0.000394722,0.0003310629],"domain_scores_gemma":[0.9991925,0.00002416988,0.0000855628,0.0005059427,0.000103449,0.00008835308],"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":[0.000004132506,0.00000479115,0.00006786209,0.0003081748,0.00003686695,0.000004345015,0.000007831296,0.0005064612,6.679129e-8,4.317116e-8,0.9972818,0.001777659],"study_design_scores_gemma":[0.0001298542,0.00001117684,0.00004501601,0.000003625093,0.00003353426,0.000003054669,0.0001276798,0.000007254733,0.000004886046,0.00000176179,0.9993314,0.0003008195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002205566,0.00003703784,0.0000227604,0.00003354318,0.0009003492,0.0002196316,0.9964992,0.001998716,0.00006824198],"genre_scores_gemma":[0.0000177193,0.0002608131,0.000002015671,0.00003981,0.000001129644,0.000005340276,0.9996731,3.170173e-8,6.25763e-8],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5113088,"threshold_uncertainty_score":0.9999269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303000961972282,"score_gpt":0.2037942759525879,"score_spread":0.1907642663328651,"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."}}