{"id":"W4395922434","doi":"10.15468/dl.bvczq8","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","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":[0.001014781,0.001867196,0.001538567,0.004972111,0.0009815983,0.002664713,0.002724634,0.002009583,0.1693531],"category_scores_gemma":[0.005854066,0.0009064919,0.001115022,0.009427348,0.0004295156,0.002440743,0.002496411,0.002078922,0.2262182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001617725,"about_ca_system_score_gemma":0.002324153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02034893,"about_ca_topic_score_gemma":0.03624468,"domain_scores_codex":[0.998966,0.0001504605,0.0001296363,0.000370955,0.0002191031,0.0001637967],"domain_scores_gemma":[0.9974067,0.0007755163,0.0002378226,0.0006402755,0.0006374139,0.0003022977],"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":[0.00002666209,0.00001151619,0.0003357129,0.0004958065,0.00001282038,0.00001371396,0.00002188723,0.0001122174,0.00008963083,0.0003710341,0.9972711,0.001237822],"study_design_scores_gemma":[0.00007174238,0.000007097458,0.001556941,0.0001694518,0.00001196304,0.00003008569,0.00006582798,0.0001451759,0.0001479451,0.0007658749,0.997012,0.00001579263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003736049,0.00002349361,0.00004103823,0.00003566725,0.00001055357,0.000005284356,0.9988839,0.00032044,0.0006422588],"genre_scores_gemma":[0.0001566694,0.00003450703,0.0002136659,0.00004812141,0.000003730599,0.00004335388,0.9987931,0.0001604803,0.0005462049],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8306469,"threshold_uncertainty_score":0.5665425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476899627712187,"score_gpt":0.1945019419498467,"score_spread":0.1797329456727248,"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."}}