{"id":"W4395742799","doi":"10.15468/dl.b4t87b","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Forest Insect Ecology and Management","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":[0.0009316604,0.002046899,0.001668103,0.004784977,0.001035284,0.002632038,0.002908459,0.002234243,0.1575344],"category_scores_gemma":[0.006027312,0.0009005424,0.001306568,0.00896635,0.0004371969,0.002478086,0.002575434,0.002137935,0.2266713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001678213,"about_ca_system_score_gemma":0.00236927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02329678,"about_ca_topic_score_gemma":0.03815438,"domain_scores_codex":[0.9989296,0.0001484151,0.0001360472,0.0003724333,0.0002355648,0.0001780227],"domain_scores_gemma":[0.9976077,0.0006889678,0.0002104113,0.0006105651,0.0006089346,0.0002735013],"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":[0.00002966268,0.00001206222,0.0003508627,0.0005145382,0.00001308696,0.00001506824,0.00002053598,0.0001122621,0.00009346251,0.0003269026,0.9972212,0.001290363],"study_design_scores_gemma":[0.00008720107,0.000009313475,0.001901233,0.0002005488,0.0000141792,0.00003945565,0.00007491231,0.0001904267,0.0001800078,0.0007811198,0.9965032,0.00001822401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004365902,0.00002943155,0.00004224589,0.00004306527,0.00001196597,0.000006312722,0.9987742,0.0004064899,0.0006425348],"genre_scores_gemma":[0.0001584357,0.00003583879,0.000187598,0.00004972498,0.000003886606,0.00004565589,0.9988993,0.0001392984,0.0004802612],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8424656,"threshold_uncertainty_score":0.527005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122215989508343,"score_gpt":0.2044252124252977,"score_spread":0.1932030525302142,"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."}}