{"id":"W2085060946","doi":"10.1515/zna-2003-7-806","title":"Effects Of Mno-Doping On The Structure Of Sodium Metaphosphate Glasses","year":2003,"lang":"en","type":"article","venue":"Zeitschrift für Naturforschung A","topic":"Glass properties and applications","field":"Materials Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"Deutsche Forschungsgemeinschaft","keywords":"Metaphosphate; Depolymerization; Raman spectroscopy; Materials science; Phosphate glass; Ternary operation; Doping; Crystallography; Analytical Chemistry (journal); Phosphate; Chemistry; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001710286,0.0003353677,0.000328988,0.0002207124,0.0002322342,0.0004268304,0.0002500864,0.000336895,0.0008895293],"category_scores_gemma":[0.0004914714,0.0003383878,0.0001571222,0.0002424186,0.0003654066,0.0002600786,0.0003632871,0.0002276774,0.0001356309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004551438,"about_ca_system_score_gemma":0.0003745545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00237368,"about_ca_topic_score_gemma":0.003411094,"domain_scores_codex":[0.9997862,0.00002835367,0.00002711356,0.00004638364,0.00006857805,0.00004354491],"domain_scores_gemma":[0.9997513,0.00008384487,0.00006616382,0.00001655276,0.00003429625,0.00004785554],"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":[0.0003828122,0.00001616917,0.0009734455,0.00006466675,0.00001260968,0.00007618109,0.00004954839,0.000246472,0.9969984,0.000077199,0.0000151578,0.001087362],"study_design_scores_gemma":[0.00002396107,0.0001784622,0.004524317,0.00001152859,0.00003011848,0.00007317712,0.00004190671,0.001328438,0.9932443,0.00004452844,0.0004924276,0.000006835004],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991295,0.0002915881,0.0001304997,0.00001853552,0.000005032835,0.000005091136,0.00007367988,0.00001349485,0.0003327107],"genre_scores_gemma":[0.9991913,0.0001829269,0.0002880802,0.00001070743,0.000002230461,0.000005765251,0.00007414008,0.000009204695,0.0002356117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00237368,"threshold_uncertainty_score":0.004719734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007407134734927589,"score_gpt":0.2347182208648551,"score_spread":0.2273110861299275,"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."}}