{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009884095,0.0001778248,0.0002392039,0.00006940326,0.00004187695,0.0000207369,0.0002079364,0.00005785604,0.02594189],"category_scores_gemma":[0.00007264916,0.0001668882,0.00006888046,0.0001953265,0.00000637733,0.00002165636,0.00003105256,0.0003070462,0.0001987541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006273765,"about_ca_system_score_gemma":0.0000330195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001778324,"about_ca_topic_score_gemma":0.000007362909,"domain_scores_codex":[0.9991922,0.00001091682,0.0001967007,0.0001845633,0.000284421,0.0001312321],"domain_scores_gemma":[0.9995219,0.00003343001,0.00002882994,0.0003371235,0.00004205282,0.00003672175],"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":[2.858984e-7,0.000005550587,1.115437e-7,0.003938367,0.00002091747,0.000003440371,0.000004968682,0.003250645,9.179338e-7,0.0002201143,0.9899029,0.002651846],"study_design_scores_gemma":[0.00003174408,0.00001801706,2.078847e-7,0.0007363993,0.00002504768,0.00000328082,0.000004068912,0.0002112627,0.00002086453,0.00005580924,0.9986943,0.0001990236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[6.150653e-7,0.08406364,0.0007852894,0.01261622,0.003389185,0.0001753989,0.0001365523,0.001331685,0.8975014],"genre_scores_gemma":[0.00004506643,0.02712228,0.00008969221,0.01217432,0.000204196,0.00009587513,0.001058592,0.00007959393,0.9591304],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06162896,"threshold_uncertainty_score":0.9749485,"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."}}