{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002451855,0.00008438789,0.0001756247,0.0001168815,0.00006147872,0.00001095253,0.00005641575,0.0001119206,0.00001642313],"category_scores_gemma":[0.0007298656,0.00008312656,0.0000277026,0.0001194047,0.00004999575,0.0002059534,0.00001044412,0.00007392274,0.00001257658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003288051,"about_ca_system_score_gemma":0.00004601823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001489151,"about_ca_topic_score_gemma":0.0001262972,"domain_scores_codex":[0.9994136,0.00002978108,0.0002312035,0.0001200253,0.00004668303,0.0001586911],"domain_scores_gemma":[0.9991297,0.0002826318,0.00003258948,0.00009526023,0.0003576789,0.0001021675],"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":[0.0009043778,0.0001198152,0.007429007,0.0003778015,0.0002624184,0.000004344244,0.004624554,0.02619553,0.7318429,0.1248446,0.09501911,0.008375465],"study_design_scores_gemma":[0.007623135,0.002796137,0.04833999,0.0001997404,0.0004977747,0.0003922022,0.0009240576,0.1819553,0.09524065,0.01289695,0.6477681,0.00136593],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7702723,0.004545672,0.2160355,0.00563234,0.0007328932,0.0005230434,0.0001744575,0.0001748977,0.001908886],"genre_scores_gemma":[0.9981226,0.00009764522,0.000908696,0.0001978573,0.00009170601,0.00009484983,0.00005718031,0.000006107404,0.0004233457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6366023,"threshold_uncertainty_score":0.3389803,"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."}}