{"id":"W4281971760","doi":"10.5194/tc-2022-76-rc2","title":"Comment on tc-2022-76","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Center for Northern Studies; Takuvik Joint International Laboratory","funders":"","keywords":"Albedo (alchemy); Snow; Snowpack; Atmospheric sciences; Arctic; Radiative transfer; Environmental science; Geology; Climatology; Meteorology; Physics; Optics; Oceanography","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":[0.002236086,0.001169492,0.001299734,0.001497915,0.003450961,0.005257796,0.003361281,0.03121647,0.1816649],"category_scores_gemma":[0.01431735,0.0005787412,0.001844855,0.002255857,0.001644289,0.002405486,0.001685208,0.01400969,0.1734284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006702101,"about_ca_system_score_gemma":0.007450788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08306369,"about_ca_topic_score_gemma":0.08045268,"domain_scores_codex":[0.9974241,0.0001513108,0.0002067738,0.0002357949,0.001461533,0.0005204497],"domain_scores_gemma":[0.9935623,0.001077792,0.0002380642,0.0004842247,0.00394152,0.0006961211],"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":[0.00002705517,0.00001155022,0.00005043655,0.00002991454,0.000001706277,0.00005546349,0.000008574502,0.00001248249,0.00006542067,0.0003785542,0.9976006,0.001758243],"study_design_scores_gemma":[0.00002774996,0.00001492256,0.0007113742,0.00009653513,0.000003915669,0.00002166751,0.00004910036,0.00005580688,0.0001183363,0.0004682036,0.9984173,0.00001512877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0007751493,0.001235049,0.0006846957,0.3205887,0.3805186,0.0009757049,0.01459545,0.003213974,0.2774125],"genre_scores_gemma":[0.003164964,0.0007248596,0.000506349,0.4459172,0.03963524,0.0007051766,0.004039111,0.0007308576,0.5045761],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1816649,"threshold_uncertainty_score":0.6077296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02391855026828058,"score_gpt":0.2533856134934268,"score_spread":0.2294670632251462,"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."}}