{"id":"W6924672220","doi":"10.15468/dl.y4aeq2","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"stochastic dynamics and bifurcation","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set","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":[0.0001499015,0.0002136383,0.0001907977,0.00006127195,0.0003673799,0.0001104569,0.0004023497,0.00008635158,0.06462218],"category_scores_gemma":[0.00001345084,0.0002304405,0.000142177,0.0002359592,0.00006633846,0.0004078864,0.0003458443,0.0002676738,0.03320526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001994973,"about_ca_system_score_gemma":0.0001435643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001172573,"about_ca_topic_score_gemma":0.000002608614,"domain_scores_codex":[0.9988968,0.00003405727,0.0002865073,0.000183733,0.0003853014,0.0002135887],"domain_scores_gemma":[0.9991135,0.00001471107,0.0002952272,0.0003585246,0.0001248229,0.00009322381],"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":[0.00001672232,0.00004611365,0.001092742,0.00002666208,0.00003528723,1.70928e-7,0.00002323589,0.00005182138,1.214075e-8,0.00000277157,0.9963027,0.002401734],"study_design_scores_gemma":[0.0002419459,0.00002447484,0.00004510846,7.02579e-7,0.00004934437,5.793639e-7,0.0002276646,0.000001448527,2.352521e-7,0.00001016608,0.9991667,0.000231653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001772729,0.000003696535,0.0001137757,0.00005154986,0.000687715,0.000254351,0.9982668,0.00003158543,0.0004132307],"genre_scores_gemma":[0.00008770841,0.000002658954,8.797359e-7,0.0001233358,0.000003827641,0.00001100268,0.9997704,1.141054e-8,1.99204e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03141692,"threshold_uncertainty_score":0.9675475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008842051615189151,"score_gpt":0.2091319916352757,"score_spread":0.2002899400200866,"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."}}