{"id":"W3134366476","doi":"10.5194/egusphere-egu21-16297","title":"Geohazard and Climate adaption:  impacts and interconnectivity","year":2021,"lang":"en","type":"article","venue":"","topic":"Earthquake Detection and Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Earth's energy budget; Earth science; Atmosphere (unit); Environmental science; Geology; Geophysics; Climatology; Meteorology; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001828578,0.00007702453,0.000121564,0.00004647655,0.0001409234,0.0001240195,0.00002335249,0.0000383878,0.006602538],"category_scores_gemma":[0.00005610615,0.00006205022,0.00003327115,0.0001540463,0.00004334815,0.0001943852,0.00001370532,0.00007658362,0.0001529591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.952827e-7,"about_ca_system_score_gemma":0.00001271591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004889753,"about_ca_topic_score_gemma":0.06115043,"domain_scores_codex":[0.9993787,0.00006414274,0.00009811629,0.0002105006,0.00008831281,0.0001601595],"domain_scores_gemma":[0.9996322,0.00007743574,0.00002367643,0.00009837783,0.00003006278,0.0001381983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001972924,0.00001049706,0.8408372,0.00002690533,0.00003541561,0.00001815088,0.0001308184,0.00004858279,0.0004215637,0.0001448412,0.0001960297,0.1581103],"study_design_scores_gemma":[0.0001870425,0.00004309758,0.9827872,0.00001293787,0.00002205231,0.0001362009,0.0003288546,0.003626816,0.0003711472,0.0002041181,0.01214946,0.0001310594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879081,0.0008370221,0.0003462088,0.000651653,0.00007716128,0.00002345757,0.00001767941,0.00004144451,0.01009726],"genre_scores_gemma":[0.9970432,0.0009471975,0.0006457107,0.0004704033,0.00004246624,1.533478e-7,0.00002370411,0.000001333171,0.0008258656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1579792,"threshold_uncertainty_score":0.9943056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01711241719657396,"score_gpt":0.2174609427850018,"score_spread":0.2003485255884279,"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."}}