{"id":"W4385421458","doi":"10.3390/cryst13081182","title":"Alkali-Induced Phase Transition to β-Spodumene along the LiAlSi2O6-LiAlSi4O10 Join","year":2023,"lang":"en","type":"article","venue":"Crystals","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"University of British Columbia","keywords":"Spodumene; Alkali metal; Lithium (medication); Materials science; Metastability; Dissolution; Phase (matter); Phase transition; Crystallography; Chemistry; Mineralogy; Chemical engineering; Thermodynamics; Physical chemistry; Metallurgy; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003044715,0.0001349526,0.0001483825,0.0001312574,0.0001461071,0.00009929571,0.0001085401,0.00006991929,0.0004464223],"category_scores_gemma":[0.00005981499,0.0001127528,0.00005797135,0.000601133,0.00001222606,0.0002169044,0.000009988364,0.0001090697,0.0008094484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003021448,"about_ca_system_score_gemma":0.00002073244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001326823,"about_ca_topic_score_gemma":0.00005559461,"domain_scores_codex":[0.9991124,0.00003486164,0.000270532,0.000160003,0.0001901378,0.0002320176],"domain_scores_gemma":[0.9995341,0.00008145034,0.0000251119,0.000204326,0.00005461171,0.0001003871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001868619,0.00002931162,0.000001976067,0.00005300507,0.000028132,0.00001282036,0.002233265,0.0137071,0.908986,0.0002502193,0.06882946,0.005850083],"study_design_scores_gemma":[0.001392737,0.0001584624,0.0005378131,0.00007859155,0.00004785052,0.00002777161,0.001673086,0.0201487,0.5000984,0.0009946801,0.4742696,0.0005722897],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784117,0.0001041903,0.00953861,0.003003633,0.0007565041,0.0003907806,0.00004104317,0.001152481,0.006601099],"genre_scores_gemma":[0.9973515,0.00006527593,0.0000632248,0.0005534735,0.0002405648,0.00008305091,0.00004759273,0.00003380537,0.00156152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4088875,"threshold_uncertainty_score":0.9999685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03601013737402943,"score_gpt":0.3065198268704971,"score_spread":0.2705096894964676,"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."}}