{"id":"W2064153825","doi":"10.2113/gscanmin.43.4.1349","title":"REVIEW AND COMPARISON OF SIMPLE TRANSFER AND EXCHANGE EQUILIBRIA","year":2005,"lang":"en","type":"article","venue":"The Canadian Mineralogist","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Simple (philosophy); Transfer (computing); Geology; Computer science; Philosophy; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000209246,0.00006661122,0.0001515656,0.00003290467,0.00008223225,0.00003174977,0.00006349289,0.00003050064,0.0006754982],"category_scores_gemma":[0.00002447234,0.00004911727,0.00001533594,0.00007227094,0.0002138079,0.00007171234,0.00001233221,0.00003685064,0.000006465955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003615353,"about_ca_system_score_gemma":0.00004479003,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0274927,"about_ca_topic_score_gemma":0.4891249,"domain_scores_codex":[0.9994881,0.00004402532,0.0001634425,0.0001077798,0.00006010241,0.0001365062],"domain_scores_gemma":[0.9996843,0.00001825658,0.00002356261,0.0001153812,0.00003483844,0.0001236294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001730724,0.00003124985,0.000681376,0.001207533,0.000009868382,0.000002439204,0.001784047,0.00004069689,0.7972671,0.01769519,0.1746924,0.006570726],"study_design_scores_gemma":[0.000883155,0.0001456368,0.003657885,0.0003459942,0.0001693925,0.0000487041,0.0001565812,0.002722109,0.0221367,0.000599223,0.9686645,0.0004701019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9389193,0.03922743,0.00006702267,0.01438689,0.00005108452,0.0003796986,0.0001880672,0.00002174239,0.006758736],"genre_scores_gemma":[0.9953657,0.0009131798,0.00004080266,0.003389501,0.00004363571,0.000006083835,0.00002830768,0.000005938625,0.0002068123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7939721,"threshold_uncertainty_score":0.9789833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03816270800077406,"score_gpt":0.2879145580651214,"score_spread":0.2497518500643473,"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."}}