{"id":"W2805992777","doi":"10.2138/am-2018-6314","title":"Temperature dependence of Raman shifts and line widths for Q0 and Q2 crystals of silicates, phosphates, and sulfates","year":2018,"lang":"en","type":"article","venue":"American Mineralogist","topic":"Glass properties and applications","field":"Materials Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Raman spectroscopy; Line (geometry); Mineralogy; Materials science; Chemistry; Inorganic chemistry; Optics; Physics; Geometry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001526595,0.0001328002,0.0003009567,0.00003084357,0.0001041735,0.00004310737,0.0001294738,0.00003886725,0.00001775165],"category_scores_gemma":[0.0001191647,0.00009979795,0.00001966493,0.0001285404,0.00207242,0.00009109114,0.00009526149,0.00003966471,8.027016e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005081368,"about_ca_system_score_gemma":0.00002070572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002139703,"about_ca_topic_score_gemma":0.0002842465,"domain_scores_codex":[0.9991236,0.00002313602,0.0002611946,0.0003151899,0.00008803445,0.0001888811],"domain_scores_gemma":[0.9992199,0.0001298302,0.0002074414,0.0002153415,0.0001473422,0.00008014039],"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":[0.0000616421,0.00004177117,0.003666456,0.00006279798,0.000006801196,3.354278e-7,0.0002165125,0.000001948249,0.9915057,0.001121265,0.0005822749,0.002732481],"study_design_scores_gemma":[0.0009086216,0.0014659,0.02600715,0.00008635715,0.00005934161,0.00002252705,0.0007213248,0.0006242451,0.964516,0.0009563447,0.004284428,0.0003477019],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968379,0.001433937,0.0001134623,0.001021416,0.00002313549,0.0002827141,0.0001831707,0.00001870436,0.00008556515],"genre_scores_gemma":[0.9916655,0.0003504354,0.00757843,0.0001464825,0.00004853775,0.00004329164,0.00001459744,0.00001217515,0.0001405417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02698966,"threshold_uncertainty_score":0.7635917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304389508491414,"score_gpt":0.2602970424061871,"score_spread":0.2472531473212729,"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."}}