{"id":"W6924508360","doi":"10.15468/dl.rjxzdf","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Chemistry Education and Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Alien; The Internet","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":[0.0006949812,0.0001422871,0.0001519002,0.00007208337,0.0008707875,0.0002508367,0.0006454573,0.0003714744,0.00303771],"category_scores_gemma":[0.0008169333,0.0001523225,0.0001109865,0.0006346315,0.0004569581,0.0005099433,0.0002136628,0.0002914362,0.6021884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006029631,"about_ca_system_score_gemma":0.0009459214,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01080194,"about_ca_topic_score_gemma":0.000408123,"domain_scores_codex":[0.9982685,0.0001072652,0.0002376598,0.0001713505,0.0008612732,0.0003539557],"domain_scores_gemma":[0.9988345,0.00004796987,0.0001512225,0.0003144109,0.0003811943,0.0002706989],"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":[0.00001015606,0.00002365196,0.0003246399,0.0000845787,0.0000122883,8.986601e-7,0.0003935884,7.052635e-7,1.81562e-8,2.672752e-7,0.9983837,0.0007654804],"study_design_scores_gemma":[0.0001127917,0.000005014845,0.00005261836,0.000002021377,0.00001161558,3.08181e-7,0.003155635,1.322205e-8,9.631515e-7,0.000001340544,0.9964988,0.0001588413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001795708,0.0000072724,2.338708e-7,0.001459268,0.0009763351,0.0002413162,0.9955347,0.0001412335,0.00146009],"genre_scores_gemma":[0.000004816092,0.0002796167,2.394085e-7,0.0001987779,0.000006429996,0.000004439761,0.9994987,8.624224e-9,0.000007023343],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5991507,"threshold_uncertainty_score":0.9978737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03874028234350436,"score_gpt":0.3201442164358144,"score_spread":0.2814039340923101,"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."}}