{"id":"W4225255110","doi":"10.1029/2022jc018761","title":"Thank You to Our 2021 Reviewers","year":2022,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Information retrieval; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.01712009,0.001958575,0.002105062,0.004618792,0.003540352,0.0107616,0.002009554,0.00339105,0.1390467],"category_scores_gemma":[0.188829,0.0008832891,0.00140109,0.002512545,0.001333919,0.005784273,0.003058994,0.00561043,0.2126962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003022034,"about_ca_system_score_gemma":0.009057211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005062066,"about_ca_topic_score_gemma":0.0104357,"domain_scores_codex":[0.9813059,0.004402147,0.00235332,0.002125381,0.00900787,0.0008054388],"domain_scores_gemma":[0.544766,0.01411572,0.01083248,0.006428609,0.4100947,0.01376242],"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":[0.000009055524,0.000001695666,0.00005020985,0.00005031051,0.000002723711,0.00002290636,0.00004187639,0.000007661971,0.00006188003,0.0001031114,0.9948827,0.004765902],"study_design_scores_gemma":[0.000009349358,0.000008193179,0.0002822324,0.0001518142,0.000009944418,0.0001158694,0.0002835495,0.00004758653,0.0001186745,0.0004481307,0.9984956,0.00002915021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0007715723,0.01056184,0.006072134,0.3502045,0.585207,0.001103505,0.007408086,0.004684083,0.03398733],"genre_scores_gemma":[0.01000468,0.01144686,0.01594909,0.1989,0.2919283,0.003335601,0.007352216,0.007687251,0.4533961],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1390467,"threshold_uncertainty_score":0.4651574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2098619632339415,"score_gpt":0.5324825362153673,"score_spread":0.3226205729814259,"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."}}