{"id":"W4220784098","doi":"10.5194/egusphere-egu22-6593","title":"FAIR building blocks for climate resilience information systems","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Computer Research Institute of Montréal; Ouranos","funders":"","keywords":"Interoperability; Computer science; Service (business); Implementation; Database; World Wide Web; Software engineering; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001500687,0.0003117042,0.0004192746,0.0002351779,0.0004551793,0.001450493,0.002809576,0.0001903746,0.00001059596],"category_scores_gemma":[0.00007655542,0.0003030399,0.0001963362,0.0003110946,0.00001998899,0.0005877216,0.003576256,0.000442297,0.0000232687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001933072,"about_ca_system_score_gemma":0.0002303774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001996865,"about_ca_topic_score_gemma":0.000001202872,"domain_scores_codex":[0.9973228,0.0001214149,0.0008199356,0.0006020596,0.0005704948,0.0005633037],"domain_scores_gemma":[0.9976301,0.0002199023,0.0006145737,0.001202906,0.0002229266,0.0001096575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008397968,0.00002269776,0.000172528,0.001049029,0.00003371778,0.00000285034,0.0005638386,0.7578924,0.000009716256,0.2243079,0.01359538,0.002341538],"study_design_scores_gemma":[0.00019942,0.00005789461,0.00006369059,0.0001662047,0.00000846596,0.00001774527,0.000125473,0.8153452,0.00001324281,0.001104995,0.1825088,0.0003888354],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001623861,0.0002097094,0.9777557,0.0001933724,0.00607638,0.001240644,0.0001855292,0.0008523472,0.01186248],"genre_scores_gemma":[0.9585344,0.00002108875,0.03967737,0.0001557237,0.0002393684,0.0005464731,0.0002835841,0.00001400692,0.0005280316],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9569105,"threshold_uncertainty_score":0.9999422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760105669658827,"score_gpt":0.2695040766312026,"score_spread":0.2519030199346143,"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."}}