{"id":"W6924826884","doi":"10.15468/dl.xa4m9z","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Confidentiality; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001123802,0.001661349,0.001425488,0.004616031,0.0008783441,0.002335989,0.002513942,0.00184936,0.1641223],"category_scores_gemma":[0.006640808,0.0008660045,0.001007377,0.009588115,0.0004103487,0.00192867,0.002194259,0.001841349,0.2087918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001594479,"about_ca_system_score_gemma":0.002242669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02120198,"about_ca_topic_score_gemma":0.03632111,"domain_scores_codex":[0.998962,0.0001648625,0.0001335543,0.0003450447,0.0002290575,0.0001654926],"domain_scores_gemma":[0.9971557,0.0008672327,0.0002776538,0.0006982627,0.0006990847,0.0003021098],"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":[0.00002430953,0.00001088057,0.0004134015,0.0004473774,0.00001146647,0.00001103678,0.00002170081,0.0001134855,0.00007381255,0.0003491245,0.9972973,0.001226008],"study_design_scores_gemma":[0.000084644,0.000007791062,0.002242951,0.0001899797,0.00001227798,0.00002814655,0.00008245502,0.0001595654,0.0001526611,0.0008231447,0.9962,0.00001635375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003746479,0.00001587122,0.00003795238,0.00002951279,0.000008188155,0.000005236577,0.9991336,0.0002164877,0.0005156066],"genre_scores_gemma":[0.0001817999,0.00002766789,0.0001984115,0.00004433915,0.000003686357,0.00006116422,0.9988165,0.0001221372,0.0005443812],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8358777,"threshold_uncertainty_score":0.5490438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1095177025294684,"score_gpt":0.3518162926754835,"score_spread":0.2422985901460151,"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."}}