{"id":"W4252425553","doi":"10.5194/os-2021-14-rc1","title":"Comment on os-2021-14","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Salinity; Geology; Water mass; Structural basin; Arctic; Surface runoff; Archipelago; Front (military); Geomorphology; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.00207009,0.0008982012,0.001010039,0.0009713008,0.002015637,0.004024555,0.001933889,0.02093929,0.1243904],"category_scores_gemma":[0.008563563,0.0003882332,0.00139841,0.0012868,0.001208911,0.002121097,0.001827911,0.01046202,0.1024508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00261932,"about_ca_system_score_gemma":0.004239896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02116209,"about_ca_topic_score_gemma":0.02795746,"domain_scores_codex":[0.9984262,0.0001016217,0.0001755306,0.0001625348,0.0006981083,0.0004360496],"domain_scores_gemma":[0.9972362,0.000700408,0.000159997,0.0002265623,0.001104854,0.000571928],"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":[0.00005439262,0.0000181709,0.0002100977,0.00007366441,0.000002866359,0.0001623591,0.00001503418,0.00002130419,0.00009251711,0.001031473,0.9939668,0.004351309],"study_design_scores_gemma":[0.00002211018,0.00001656044,0.001156594,0.0001371781,0.000003586482,0.00003873204,0.00005339382,0.00003519396,0.00009196391,0.0006538864,0.9977755,0.00001529744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001437925,0.002516873,0.0006146331,0.2642799,0.3843015,0.0006730885,0.01721152,0.001690608,0.327274],"genre_scores_gemma":[0.005732037,0.001698566,0.000428204,0.4700631,0.05797818,0.0007306981,0.00517797,0.0004224572,0.4577687],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1243904,"threshold_uncertainty_score":0.4161272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02404476208744117,"score_gpt":0.2701131735549527,"score_spread":0.2460684114675115,"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."}}