{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002131597,0.001002857,0.001076562,0.001073386,0.003088476,0.004293401,0.003402582,0.02388713,0.1995661],"category_scores_gemma":[0.01854056,0.0006080308,0.001368016,0.0007705989,0.00185521,0.003674675,0.002748377,0.02156405,0.1410065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003349841,"about_ca_system_score_gemma":0.002776719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006453346,"about_ca_topic_score_gemma":0.00965857,"domain_scores_codex":[0.9978803,0.0003871372,0.0001994827,0.0003978624,0.0008015352,0.0003336195],"domain_scores_gemma":[0.9951209,0.001417852,0.0001876458,0.000335681,0.001963068,0.0009747418],"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":[0.00001121535,0.000003687936,0.00002485901,0.00001348799,0.000001480734,0.00006696927,0.000007565666,0.000003855815,0.00001918065,0.000230654,0.9976596,0.001957487],"study_design_scores_gemma":[0.00001257356,0.000006624554,0.0001387764,0.00004487344,0.000002502875,0.00007015474,0.00004759337,0.00001982088,0.00005122406,0.0003577931,0.9992402,0.000007826272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002437887,0.00218927,0.0002504218,0.6684806,0.2792567,0.0001250929,0.0006073598,0.0005653617,0.04828139],"genre_scores_gemma":[0.002206369,0.001040666,0.0002107042,0.7202154,0.06883942,0.0001552828,0.0002466078,0.0002544774,0.206831],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1995661,"threshold_uncertainty_score":0.6676153,"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."}}