{"id":"W3002217656","doi":"10.1111/bre.12278","title":"Basin Research outstanding reviewers 2018–19","year":2020,"lang":"en","type":"article","venue":"Basin Research","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globe; Library science; Publishing; Certificate; History; Sociology; Political science; Medicine; Law; Ophthalmology; Computer science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02520923,0.00256391,0.002904603,0.01018096,0.005365115,0.02149948,0.005174755,0.005001463,0.220668],"category_scores_gemma":[0.1010517,0.001152711,0.001872629,0.005396144,0.00156984,0.007544266,0.007489969,0.004770181,0.2373843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005570131,"about_ca_system_score_gemma":0.02326749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002532829,"about_ca_topic_score_gemma":0.005545689,"domain_scores_codex":[0.971494,0.004198162,0.003170977,0.003377371,0.01551586,0.002243571],"domain_scores_gemma":[0.7604433,0.005209304,0.00827301,0.005278917,0.1910127,0.02978271],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003787317,0.00001101983,0.0002185301,0.000443028,0.00001059494,0.00007148027,0.00006512767,0.00002364186,0.0001660659,0.0006500211,0.9702054,0.02809734],"study_design_scores_gemma":[0.000009122592,0.00001284805,0.0002959196,0.0003666134,0.000006885346,0.00008704951,0.00009899586,0.00003322793,0.00007415537,0.0004026497,0.9986019,0.00001064551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001399958,0.03652211,0.006063338,0.08408757,0.7233888,0.002407859,0.005144195,0.00347339,0.1375128],"genre_scores_gemma":[0.01100876,0.04787207,0.009229938,0.02345814,0.2372445,0.002770352,0.009736543,0.003514313,0.6551654],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9747908,"threshold_uncertainty_score":0.7382079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2692642328992207,"score_gpt":0.4170105597761931,"score_spread":0.1477463268769723,"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."}}