{"id":"W6924825852","doi":"10.15468/dl.zvnz4f","title":"Occurrence Download","year":2021,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set; Order (exchange)","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":[0.000983046,0.002082289,0.001779163,0.005049701,0.001130129,0.00296833,0.003151683,0.002307395,0.1848498],"category_scores_gemma":[0.00710184,0.001021757,0.00141182,0.01028721,0.0004340351,0.002811316,0.002762929,0.002268044,0.2686473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001758738,"about_ca_system_score_gemma":0.002473661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01890589,"about_ca_topic_score_gemma":0.03270775,"domain_scores_codex":[0.9987913,0.0001548221,0.0001597992,0.0004367733,0.0002659985,0.0001913589],"domain_scores_gemma":[0.9974172,0.0007036963,0.0002150996,0.0006465688,0.0007275825,0.0002899101],"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":[0.00002968644,0.00001061991,0.0003193435,0.000538328,0.00001446303,0.00001331616,0.00001833759,0.0001154406,0.00008347927,0.0003430168,0.996947,0.001566994],"study_design_scores_gemma":[0.0000824541,0.000008184158,0.001419264,0.0001950069,0.00001426021,0.00003400697,0.00006260132,0.0001831295,0.0001628273,0.0008628813,0.9969587,0.00001666285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000351101,0.00003072148,0.00005101741,0.0000403254,0.00001299028,0.000005866295,0.9986594,0.0004592444,0.0007052039],"genre_scores_gemma":[0.000142025,0.00003892009,0.0002215103,0.00005063711,0.00000409003,0.00004598898,0.9988005,0.0001706036,0.0005258175],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8151502,"threshold_uncertainty_score":0.6183841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01609692413936067,"score_gpt":0.2210784689270558,"score_spread":0.2049815447876951,"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."}}