{"id":"W4311866293","doi":"10.5194/egusphere-2022-526-ac1","title":"Reply on RC1","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Freezing and Crystallization Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hectorite; Aluminosilicate; Clay minerals; Montmorillonite; Nontronite; Chemistry; Mica; Bentonite; Nucleation; Mineralogy; Saponite; Inorganic chemistry; Geology; Organic 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":[0.002536956,0.001053555,0.001221511,0.001219173,0.003356856,0.004516736,0.003875518,0.02722173,0.195291],"category_scores_gemma":[0.02342163,0.0006982587,0.001481684,0.0008815087,0.002109494,0.004062058,0.003048597,0.02451403,0.1436364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003870117,"about_ca_system_score_gemma":0.003274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007178431,"about_ca_topic_score_gemma":0.01010073,"domain_scores_codex":[0.9975038,0.0004718648,0.0002506574,0.0004593552,0.0009181949,0.0003960527],"domain_scores_gemma":[0.9934999,0.001958629,0.0002546696,0.0004125516,0.00268007,0.001194282],"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":[0.000009346504,0.000003287826,0.00002221839,0.00001403439,0.000001321633,0.00005536746,0.00000761874,0.000003197507,0.00001491877,0.0002030475,0.9978719,0.001793714],"study_design_scores_gemma":[0.00001295625,0.000007053089,0.0001477589,0.00005554561,0.000002678836,0.00007320094,0.00005343552,0.00001823816,0.00004682979,0.0003766515,0.9991968,0.000008897448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001911006,0.00215549,0.0002085947,0.7204764,0.2370476,0.0001166043,0.0005439626,0.0004853705,0.03877485],"genre_scores_gemma":[0.001784415,0.001023252,0.0001894571,0.7824891,0.05947099,0.0001489227,0.0002277341,0.0002107402,0.1544554],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.195291,"threshold_uncertainty_score":0.6533134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02064941938561973,"score_gpt":0.250386525946209,"score_spread":0.2297371065605893,"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."}}