{"id":"W6924664476","doi":"10.15468/dl.xqtrtc","title":"Occurrence Download","year":2020,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"E-Learning and COVID-19","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insect; Range (aeronautics); Calliphoridae","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005140486,0.0002034186,0.0002359538,0.0000545067,0.001045049,0.0002765257,0.0007442642,0.000407939,0.002073893],"category_scores_gemma":[0.001206338,0.00022613,0.00015257,0.0004729532,0.0005656023,0.0008347312,0.0002639176,0.0003959935,0.3647453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005331136,"about_ca_system_score_gemma":0.0007656227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01299026,"about_ca_topic_score_gemma":0.0003714992,"domain_scores_codex":[0.9981386,0.000235219,0.0002856835,0.0002242048,0.0007796544,0.0003366044],"domain_scores_gemma":[0.9987947,0.00004776516,0.0002855055,0.0002778491,0.0002117437,0.0003823954],"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":[0.00003087445,0.00001499574,0.00120345,0.00008471198,0.00001690644,0.000002282098,0.001091554,0.000005709232,3.344293e-9,0.000001858581,0.9962936,0.001254023],"study_design_scores_gemma":[0.0001803063,0.00002460117,0.00003234871,0.000002070589,0.0000342687,4.054175e-7,0.003167535,5.363102e-8,1.331025e-7,0.000002055853,0.9963185,0.0002376924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006706302,0.0000134385,0.000005244769,0.002298729,0.0005736241,0.0002467811,0.9952939,0.0001916966,0.001309501],"genre_scores_gemma":[0.00003534761,0.0001434912,0.000001294846,0.002478515,0.000006311217,0.000002306339,0.997332,1.074863e-8,6.656092e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3626714,"threshold_uncertainty_score":0.9988384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02659230808967956,"score_gpt":0.2679806602237151,"score_spread":0.2413883521340356,"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."}}