{"id":"W4395431154","doi":"10.15468/dl.6y2gah","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","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":[0.0008603378,0.001852729,0.001475287,0.004116252,0.0009882409,0.002778419,0.002694625,0.001886387,0.1642665],"category_scores_gemma":[0.005786462,0.0008692436,0.001307582,0.007999353,0.0003891332,0.002460457,0.002554385,0.001963031,0.2464585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001434433,"about_ca_system_score_gemma":0.002180699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01948294,"about_ca_topic_score_gemma":0.03176208,"domain_scores_codex":[0.9990056,0.0001251525,0.0001234167,0.0003616995,0.0002166543,0.0001675117],"domain_scores_gemma":[0.9978073,0.0005646524,0.0001723129,0.0006300769,0.0005846568,0.0002409468],"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":[0.00002947574,0.00001033877,0.0004166976,0.0004503599,0.00001429838,0.00001601439,0.00002303235,0.0001363603,0.0001129052,0.0003734818,0.9965926,0.00182443],"study_design_scores_gemma":[0.00005933959,0.000007080138,0.001662079,0.0001460253,0.00001184156,0.00003451082,0.00007200078,0.0002135466,0.0001904589,0.0008317077,0.9967553,0.00001609164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005122675,0.00002909297,0.00007194443,0.00004627881,0.00001702548,0.000006775871,0.998185,0.0007440889,0.0008484388],"genre_scores_gemma":[0.000194252,0.0000364871,0.0002761528,0.00005379249,0.000004644397,0.00004710771,0.9985601,0.0002291034,0.0005983052],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8357335,"threshold_uncertainty_score":0.5495261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}