{"id":"W7087077032","doi":"10.15468/dl.tmzszd","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Comparability; Projection (relational algebra)","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":[0.001031641,0.002117854,0.001831652,0.00510174,0.001103779,0.003113402,0.003140633,0.002303055,0.1447261],"category_scores_gemma":[0.006941833,0.0009424112,0.001403476,0.009578293,0.0004569793,0.002590888,0.002684123,0.002187593,0.2178743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001797533,"about_ca_system_score_gemma":0.002668229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01911989,"about_ca_topic_score_gemma":0.03160964,"domain_scores_codex":[0.9988102,0.0001563877,0.0001656234,0.0004391712,0.0002511092,0.0001775753],"domain_scores_gemma":[0.9975662,0.0007073657,0.0002045637,0.0006266884,0.000630733,0.000264413],"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":[0.00003722797,0.00001251613,0.0004261131,0.0007192654,0.00001932073,0.00001813751,0.00002236606,0.0001620271,0.0001083859,0.000422847,0.9962134,0.001838424],"study_design_scores_gemma":[0.00008096421,0.000008698497,0.001485609,0.0002326874,0.00001637313,0.00004147942,0.00006837671,0.0002071231,0.0001739595,0.0009074928,0.9967597,0.00001760434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004028207,0.00004057296,0.00004907723,0.00004379262,0.00001365692,0.000006001085,0.9987533,0.0004452961,0.0006080084],"genre_scores_gemma":[0.0001464915,0.00004707551,0.0002208653,0.00005257441,0.000003653053,0.00004176227,0.9988962,0.0001319774,0.0004593215],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8552739,"threshold_uncertainty_score":0.484157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006564217327531362,"score_gpt":0.2450213062389426,"score_spread":0.2384570889114112,"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."}}