{"id":"W4396140489","doi":"10.15468/dl.e7npr4","title":"Occurrence Download","year":2021,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001077456,0.001988538,0.00184133,0.005759791,0.0009811504,0.002934487,0.002917323,0.001939525,0.2221302],"category_scores_gemma":[0.006836732,0.0009962792,0.001318679,0.01205887,0.0004248878,0.002646155,0.002723799,0.001907653,0.299129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001792646,"about_ca_system_score_gemma":0.002471884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02349098,"about_ca_topic_score_gemma":0.03484995,"domain_scores_codex":[0.9987858,0.0001451852,0.0001729423,0.000427145,0.0002662659,0.0002026658],"domain_scores_gemma":[0.9970967,0.0007760853,0.0002681803,0.0007478987,0.0007963064,0.0003149148],"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":[0.00003560349,0.000009674779,0.0003920551,0.0005965605,0.00001477884,0.00001440592,0.00002201935,0.000120586,0.0001002487,0.0003280221,0.9964378,0.001928265],"study_design_scores_gemma":[0.00007396639,0.000008927364,0.001856373,0.0001878694,0.00001284646,0.00002971849,0.00007957177,0.0001533692,0.0001815066,0.0006650141,0.9967335,0.00001730867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002783669,0.00001712332,0.00003745204,0.0000251788,0.000009069592,0.000005075068,0.9989955,0.0003621012,0.0005208062],"genre_scores_gemma":[0.0001311044,0.00003055232,0.0001979484,0.00003654282,0.000003344279,0.00004676876,0.9987971,0.0001772446,0.0005794051],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7778698,"threshold_uncertainty_score":0.7430997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214229521744711,"score_gpt":0.1991665727019332,"score_spread":0.1870242774844861,"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."}}