{"id":"W4396023636","doi":"10.15468/dl.e9pr6m","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Phytochemistry and Bioactivity Studies","field":"Pharmacology, Toxicology and Pharmaceutics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004766895,0.0003519723,0.0003491812,0.0000570773,0.0009913385,0.00004831379,0.0006244961,0.0005472697,0.1062654],"category_scores_gemma":[0.0001753929,0.000376393,0.0002028502,0.0003039133,0.0003505367,0.0005015744,0.0007834934,0.001231474,0.0433263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000464555,"about_ca_system_score_gemma":0.0001637726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001292736,"about_ca_topic_score_gemma":0.000006317418,"domain_scores_codex":[0.9983354,0.0002350193,0.0003631168,0.0002815806,0.0003774387,0.0004074572],"domain_scores_gemma":[0.9988726,0.00008086951,0.0003503314,0.0003516804,0.0001431384,0.0002013294],"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":[0.0002970828,0.0001763579,0.001277964,0.0002195322,0.0001844235,0.000008899516,0.00006246909,0.00001940442,0.000001904557,5.551714e-8,0.9960703,0.001681596],"study_design_scores_gemma":[0.0005670613,0.00005781997,0.00003699884,7.114132e-7,0.0001742673,0.0000112958,0.0002347551,1.154355e-7,0.0001022937,0.000001031436,0.9984426,0.0003709706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001688392,0.00007245352,3.858033e-7,0.0003887206,0.00148511,0.0003495578,0.9954153,0.0001035356,0.0004965142],"genre_scores_gemma":[0.000109562,0.0002537466,2.327405e-7,0.001734187,0.000004314608,0.00002136391,0.9978759,1.664468e-8,7.3566e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06293911,"threshold_uncertainty_score":0.9998688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07536363769450512,"score_gpt":0.351840745571407,"score_spread":0.2764771078769019,"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."}}