{"id":"W2606949176","doi":"10.12789/geocanj.2017.44.114","title":"Applying Phase Equilibria Modelling to Metamorphic and Geological Processes: Recent Developments and Future Potential","year":2017,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Metamorphic rock; Metamorphism; Monazite; Geology; Phase (matter); Mineral; Zircon; Phase diagram; Felsic; Mineralogy; Geochemistry; Thermodynamics; Chemistry; Mafic","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01013319,0.002118119,0.002653284,0.00243269,0.0006315976,0.004403425,0.005142362,0.003472426,0.005997288],"category_scores_gemma":[0.008741189,0.001296364,0.002975283,0.003662837,0.00364549,0.008954959,0.003899471,0.004341516,0.002586329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002017992,"about_ca_system_score_gemma":0.002319449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007367618,"about_ca_topic_score_gemma":0.004410664,"domain_scores_codex":[0.9981178,0.0007026618,0.0001250381,0.0003890607,0.000521064,0.0001443563],"domain_scores_gemma":[0.9920999,0.004931227,0.0003839923,0.0007458011,0.001415796,0.0004232296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000270657,0.0004270056,0.005471152,0.006023571,0.0004808092,0.0003382918,0.0007511203,0.1500349,0.004484796,0.131969,0.0160052,0.6837435],"study_design_scores_gemma":[0.0001018756,0.0001956905,0.001756374,0.002000292,0.0001864539,0.0002995243,0.0005399328,0.3695961,0.003866441,0.257626,0.3635584,0.0002728829],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01531579,0.5866416,0.357738,0.01659839,0.001622991,0.0001610199,0.0004877589,0.002739433,0.01869504],"genre_scores_gemma":[0.08778127,0.6054912,0.2924184,0.002141545,0.003244011,0.0003731794,0.001339627,0.0008959828,0.006314867],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01013319,"threshold_uncertainty_score":0.05359006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02304980115729338,"score_gpt":0.218258248077789,"score_spread":0.1952084469204956,"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."}}