{"id":"W6924529132","doi":"10.15468/dl.y66ykg","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001120289,0.0001545365,0.0001603655,0.00007995788,0.00200968,0.0002201946,0.0006809474,0.0002679715,0.3572632],"category_scores_gemma":[0.0007305772,0.0001829613,0.0001025358,0.0004198428,0.0003199479,0.001945021,0.0002226637,0.0004231521,0.1054223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005158525,"about_ca_system_score_gemma":0.001031798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009259526,"about_ca_topic_score_gemma":0.0004974678,"domain_scores_codex":[0.9981253,0.0004298821,0.0002717974,0.0001728922,0.0007281594,0.0002719762],"domain_scores_gemma":[0.9987884,0.0001053505,0.0004046733,0.000321273,0.0002111126,0.0001692377],"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":[0.00002834015,0.00004301938,0.001120397,0.00003530632,0.00001838411,7.606545e-7,0.001474439,0.000002503956,1.060671e-9,0.000002255444,0.9961602,0.001114406],"study_design_scores_gemma":[0.0001028651,0.00001585828,0.00004303368,4.659429e-7,0.00004076873,8.342355e-7,0.007305528,2.988444e-9,7.600201e-8,0.000002843759,0.9922966,0.000191152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001296383,0.00003640576,4.380494e-7,0.001915751,0.00178179,0.0002561227,0.9924865,0.00007737899,0.00331601],"genre_scores_gemma":[0.000008751595,0.0003614099,5.740067e-7,0.001070479,0.000003857088,0.000007773032,0.9985456,6.346264e-9,0.000001546138],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2518409,"threshold_uncertainty_score":0.9992896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04142782693986345,"score_gpt":0.3208005547555647,"score_spread":0.2793727278157013,"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."}}