{"id":"W774951876","doi":"10.1007/s00410-015-1158-z","title":"Evidence for lithium-aluminosilicate supersaturation of pegmatite-forming melts","year":2015,"lang":"en","type":"article","venue":"Contributions to Mineralogy and Petrology","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":88,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Pegmatite; Aluminosilicate; Spodumene; Geology; Liquidus; Crystallization; Supersaturation; Mineralogy; Geochemistry; Fractional crystallization (geology); Solubility; Saturation (graph theory); Lithium (medication); Chemical engineering; Thermodynamics; Materials science; Chemistry; Mantle (geology); Metallurgy; Alloy; Ceramic","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002176309,0.0001873651,0.000163922,0.0006185811,0.0003893282,0.0005981053,0.0003238731,0.0003426928,0.001995777],"category_scores_gemma":[0.0007472026,0.0001910739,0.0001594319,0.0003777272,0.0005608789,0.0005291064,0.0003428197,0.0003113128,0.0002913437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004032187,"about_ca_system_score_gemma":0.0003294579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001814418,"about_ca_topic_score_gemma":0.002602771,"domain_scores_codex":[0.9998648,0.000009261193,0.00001462383,0.00003764674,0.00005163346,0.00002192648],"domain_scores_gemma":[0.9994937,0.0001295947,0.0001515604,0.00005173296,0.000128202,0.00004519585],"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":[0.0002338698,0.00001100737,0.00921831,0.00004554079,0.0000132791,0.00007532146,0.00008531223,0.00006058157,0.9880664,0.0004237124,0.00002948121,0.001737063],"study_design_scores_gemma":[0.000009887012,0.00006368222,0.02398616,0.000004000177,0.00001886583,0.0001846987,0.00008564101,0.0007652309,0.97342,0.0002393193,0.001218494,0.000004053951],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954927,0.0002504556,0.001256272,0.00006980791,0.000007440746,0.000008246263,0.0002158906,0.00007510989,0.002624097],"genre_scores_gemma":[0.9986615,0.0001008354,0.000528037,0.00001680329,0.000004815843,0.000003634815,0.0001850986,0.00001362661,0.0004857266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001995777,"threshold_uncertainty_score":0.006676495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06619740654515173,"score_gpt":0.3401082767909681,"score_spread":0.2739108702458163,"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."}}