{"id":"W4311866292","doi":"10.5194/egusphere-2022-526-ac2","title":"Reply on RC2","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; Clay minerals; Aluminosilicate; Montmorillonite; Nontronite; Chemistry; Bentonite; Mica; Nucleation; Mineralogy; 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":[0.00009740014,0.0001777537,0.0002390528,0.00006930039,0.00003995885,0.00002072485,0.0002075548,0.00005781971,0.02511988],"category_scores_gemma":[0.00007253696,0.0001668358,0.00006886199,0.0001948607,0.000006428931,0.00002190238,0.00003099001,0.0003067008,0.0001892404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006180569,"about_ca_system_score_gemma":0.00003317319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001713787,"about_ca_topic_score_gemma":0.000007988352,"domain_scores_codex":[0.999193,0.00001090536,0.0001965666,0.0001844181,0.0002840718,0.0001310938],"domain_scores_gemma":[0.9995223,0.00003337413,0.00002882203,0.000336816,0.00004201427,0.000036698],"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":[2.860209e-7,0.000005546397,1.470735e-7,0.003936977,0.00002093121,0.000003441219,0.000004940865,0.002458831,9.467887e-7,0.0002229393,0.9909154,0.002429639],"study_design_scores_gemma":[0.00003155814,0.00001798953,2.362361e-7,0.0007355394,0.00002503823,0.000003279304,0.00000406034,0.0002015927,0.00002118897,0.00005599768,0.9987046,0.000198934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[6.935984e-7,0.08533237,0.0008131477,0.01257623,0.003528244,0.0001826573,0.0001360456,0.001551596,0.895879],"genre_scores_gemma":[0.00006073973,0.0271613,0.00009220472,0.01271702,0.0002117662,0.00009956037,0.001054731,0.00008940193,0.9585133],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06263426,"threshold_uncertainty_score":0.9757713,"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."}}