{"id":"W6962442271","doi":"10.15468/dl.wph6yg","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Contemporary Christian Leadership and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Scheme (mathematics)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002122892,0.0002338857,0.000208655,0.0001067525,0.0008019434,0.0003350842,0.0004485116,0.0001063701,0.3472002],"category_scores_gemma":[0.0000605756,0.000251581,0.0001441547,0.00008329554,0.0002490556,0.001166879,0.0001868181,0.0003296901,0.1031185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003441513,"about_ca_system_score_gemma":0.0002356722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002562268,"about_ca_topic_score_gemma":0.0001637309,"domain_scores_codex":[0.9987536,0.00007384105,0.0003396822,0.0001891622,0.0004120401,0.0002316446],"domain_scores_gemma":[0.9990342,0.00001946714,0.0002879847,0.0003831388,0.0001654709,0.0001097791],"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":[0.00003579729,0.00004878581,0.00009263984,0.000146166,0.0000270536,0.000001222155,0.003261487,0.000001121456,1.211177e-9,0.000003026111,0.9956511,0.0007316323],"study_design_scores_gemma":[0.0001704596,0.0000382193,0.000006344993,0.000001235952,0.00004148599,0.00000155117,0.008302397,2.073553e-8,7.30417e-8,0.000001671035,0.9911692,0.0002673342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001103344,0.00004575479,1.961938e-7,0.0006499087,0.002554465,0.0002538065,0.9945849,0.00009218774,0.001708438],"genre_scores_gemma":[0.00004555262,0.00002077354,7.259799e-8,0.0009874011,0.000009056766,0.000009378266,0.9989247,1.483131e-8,0.000003034751],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2440818,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04169637976805197,"score_gpt":0.2199910877332878,"score_spread":0.1782947079652358,"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."}}