{"id":"W4392833550","doi":"10.5194/egusphere-2023-1541-rc1","title":"Comment on egusphere-2023-1541","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emissions Reduction Alberta","funders":"","keywords":"Environmental science; Chemistry","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":[0.002090693,0.0009132022,0.000843565,0.001003898,0.002647086,0.003346564,0.002228153,0.02608899,0.2751823],"category_scores_gemma":[0.01191591,0.0004568797,0.001347415,0.001016014,0.001466436,0.002702133,0.002001256,0.01011444,0.1846214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00249611,"about_ca_system_score_gemma":0.002575586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02450387,"about_ca_topic_score_gemma":0.03089704,"domain_scores_codex":[0.9986106,0.0001165136,0.0001105525,0.0001450043,0.0007274193,0.0002897672],"domain_scores_gemma":[0.996366,0.0009033431,0.0001685904,0.0002691651,0.001710772,0.0005822172],"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":[0.0000252341,0.0000117423,0.00006021472,0.00002775473,0.000001350873,0.0000710133,0.000009102236,0.000008817808,0.00006431254,0.0004108514,0.9968611,0.002448434],"study_design_scores_gemma":[0.00002016685,0.00001417637,0.0003355712,0.00005506598,0.000001890125,0.00001723088,0.00003770655,0.00002703845,0.00008179322,0.0003727536,0.9990276,0.000008956218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009394164,0.001338922,0.0009424355,0.4485167,0.2997334,0.0007934229,0.009375982,0.003778488,0.2345813],"genre_scores_gemma":[0.002956504,0.000644557,0.0004755132,0.5204898,0.03406698,0.0003880655,0.002175209,0.0007684361,0.4380349],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2751823,"threshold_uncertainty_score":0.9205765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06719548930157655,"score_gpt":0.2759580996137752,"score_spread":0.2087626103121986,"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."}}