{"id":"W2745316183","doi":"10.3897/tdwgproceedings.1.20290","title":"Living Atlases Community","year":2017,"lang":"en","type":"article","venue":"Biodiversity Information Science and Standards","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Personalization; Architecture; World Wide Web; Computer science; Business; Library science; Geography; Economic growth","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":[],"consensus_categories":[],"category_scores_codex":[0.005456241,0.001118811,0.0009295651,0.006991847,0.002304899,0.005942346,0.004150278,0.001619616,0.233383],"category_scores_gemma":[0.01454232,0.0006345105,0.0009708655,0.005655858,0.001118685,0.008927718,0.01062288,0.002368385,0.121514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001649673,"about_ca_system_score_gemma":0.00362788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009749059,"about_ca_topic_score_gemma":0.01341052,"domain_scores_codex":[0.9970254,0.0007734564,0.0002654358,0.0005705553,0.001059462,0.0003057086],"domain_scores_gemma":[0.9912391,0.001527727,0.0005330553,0.001940468,0.002913167,0.001846471],"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":[0.00006239189,0.00002177765,0.0009073138,0.0004598084,0.00002078624,0.0001580263,0.0008846884,0.0001622585,0.0003315952,0.01365294,0.9203425,0.06299578],"study_design_scores_gemma":[0.000002646798,0.000001635295,0.0002064448,0.00005371473,0.000002408181,0.00005213747,0.0000864152,0.00003958942,0.0000414122,0.001066684,0.9984421,0.00000495828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004747616,0.005789731,0.02602926,0.01541525,0.008469418,0.0005986654,0.1651576,0.04280503,0.7309874],"genre_scores_gemma":[0.03147494,0.007830293,0.05246905,0.007560755,0.003542124,0.00165006,0.396538,0.03460203,0.4643328],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.233383,"threshold_uncertainty_score":0.7807438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02259279980518532,"score_gpt":0.268219369059578,"score_spread":0.2456265692543927,"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."}}