{"id":"W6924559104","doi":"10.15468/dl.xjvx4c","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Injection Molding Process and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Matching (statistics); Download; Alien; Range (aeronautics); State (computer science)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001371056,0.0002132021,0.0001785629,0.00008202649,0.000323723,0.0001149246,0.0003378046,0.0001749766,0.04208921],"category_scores_gemma":[0.00002765513,0.0002274946,0.00008921701,0.0002486798,0.00005394057,0.0006112669,0.0001687645,0.000344343,0.03681272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003488896,"about_ca_system_score_gemma":0.00004936994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001975186,"about_ca_topic_score_gemma":0.000004766017,"domain_scores_codex":[0.9990693,0.00002357656,0.000253327,0.0001140084,0.0003309785,0.0002087854],"domain_scores_gemma":[0.9995021,0.000006478115,0.00007446756,0.0002588764,0.00008698979,0.0000711027],"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":[0.00001498742,0.000006727503,0.00006823674,0.0003281179,0.00002571142,8.121359e-7,0.00005409457,0.003046882,2.662148e-8,3.221484e-8,0.9951615,0.001292831],"study_design_scores_gemma":[0.0001196602,0.00002235816,0.00000665199,0.00000111782,0.00002288491,0.000004744079,0.0001207805,0.000001911947,0.000004171516,3.517012e-7,0.9994434,0.000251977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001839076,0.00008312065,0.000006418926,0.00002021598,0.001308424,0.0001419693,0.997726,0.0002906471,0.0002393083],"genre_scores_gemma":[0.00002686057,0.000181659,5.293667e-7,0.0001518042,0.000001237294,0.0000087266,0.999629,1.880176e-8,1.5838e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.005276484,"threshold_uncertainty_score":0.9639372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331217199835674,"score_gpt":0.1921526388493562,"score_spread":0.1788404668509994,"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."}}