{"id":"W4313023207","doi":"10.46427/gold2022.11506","title":"Crystallization of amorphous Ca-, Ca-Mg, and Mg- Carbonates in water-limited systems","year":2022,"lang":"en","type":"article","venue":"Goldschmidt2022 abstracts","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Crystallization; Amorphous solid; Chemistry; Chemical engineering; Crystallography; Engineering","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":[0.0002264262,0.0002005868,0.0004023151,0.0001819687,0.0003701979,0.0004865857,0.0003473625,0.0001810794,0.001044794],"category_scores_gemma":[0.0005776151,0.000178032,0.0001443691,0.0003360151,0.0003316174,0.0003053874,0.0002452827,0.000383621,0.0001208341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008885294,"about_ca_system_score_gemma":0.0007492476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01220533,"about_ca_topic_score_gemma":0.01962292,"domain_scores_codex":[0.9997748,0.00001786628,0.00002521421,0.00005741348,0.00007338682,0.00005131891],"domain_scores_gemma":[0.9998167,0.0001011271,0.0000184228,0.00001710416,0.0000230871,0.00002345177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005664354,0.00004999611,0.0009178297,0.0001964269,0.00001506001,0.0001123673,0.0002152287,0.001552271,0.9920875,0.0008538355,0.0002801369,0.003152889],"study_design_scores_gemma":[0.0000407558,0.0001196002,0.002070614,0.000009214389,0.00000780819,0.00003149838,0.00006159619,0.00540483,0.9899756,0.000149271,0.002117713,0.00001146668],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955028,0.0007277215,0.0008001404,0.00005272914,0.00001194753,0.00001693359,0.0002857217,0.00002993211,0.002572111],"genre_scores_gemma":[0.9971241,0.0004236237,0.0008716491,0.000008859284,0.000005107877,0.0000133522,0.000280691,0.00001429409,0.001258342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01220533,"threshold_uncertainty_score":0.02426857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170137603806783,"score_gpt":0.2158190349034917,"score_spread":0.2041176588654239,"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."}}