{"id":"W4220740181","doi":"10.5194/egusphere-egu22-6688","title":"Announcing Phase 4 of PAGES 2k: Hydroclimate of the Common Era","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Climate change; Chemistry; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002009112,0.0007520051,0.000736776,0.001546758,0.00178926,0.00610778,0.001442365,0.002739295,0.4553398],"category_scores_gemma":[0.01011402,0.0004307728,0.0006944931,0.002287976,0.0009478122,0.005060514,0.004418433,0.003353855,0.2840266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002043,"about_ca_system_score_gemma":0.00400238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01644861,"about_ca_topic_score_gemma":0.03560017,"domain_scores_codex":[0.9988946,0.0001236016,0.00005405781,0.0001240999,0.0006210759,0.0001825616],"domain_scores_gemma":[0.9941527,0.001054028,0.0003352692,0.0008547746,0.002162548,0.001440751],"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":[0.00001527639,0.000004614361,0.0001607556,0.00006260553,8.641533e-7,0.00001298221,0.0000319435,0.00004360704,0.00007682532,0.0007694832,0.9928311,0.005990007],"study_design_scores_gemma":[0.00001004078,0.000007035375,0.00117442,0.00008921415,0.000001760597,0.00001378683,0.00006331832,0.00008006941,0.0001426846,0.0009379904,0.997468,0.0000116429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002342667,0.001424015,0.005928124,0.04806687,0.07901991,0.0009842935,0.1090377,0.01812518,0.7350712],"genre_scores_gemma":[0.01034724,0.001496645,0.00611881,0.01226469,0.0138167,0.001091065,0.07149366,0.01631736,0.8670539],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4553398,"threshold_uncertainty_score":0.7768917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1512949917043407,"score_gpt":0.4039020707172278,"score_spread":0.252607079012887,"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."}}