{"id":"W3162050955","doi":"10.2139/ssrn.3401348","title":"Intriguing Deformation Transition Behavior of Lithium Disilicate Crystal","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Glass properties and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research & Development Corporation","funders":"","keywords":"Lithium disilicate; Materials science; Deformation (meteorology); Lithium (medication); Transition (genetics); Composite material; Crystallography; Psychology; Ceramic; Chemistry","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":[0.0007611372,0.00007695602,0.0001209884,0.00005192328,0.0001071085,0.0000404701,0.0001754489,0.00004415058,0.0001569814],"category_scores_gemma":[0.000007371967,0.00006009879,0.0000659226,0.00009468627,0.00002996353,0.0003446361,0.00001626727,0.0003781738,0.0001244423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000227508,"about_ca_system_score_gemma":0.0002832076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005665653,"about_ca_topic_score_gemma":0.0000301617,"domain_scores_codex":[0.9986565,0.00003726985,0.0002955685,0.0001088032,0.000191175,0.0007106465],"domain_scores_gemma":[0.9995581,0.00001044584,0.0001676167,0.0001379172,0.00008925646,0.00003669163],"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":[0.00003105108,0.00005763558,0.0002836085,0.00001165569,0.000006452688,1.206125e-7,0.0003414255,0.0001271006,0.9736679,0.02208018,0.00001089322,0.003381994],"study_design_scores_gemma":[0.002744248,0.001678886,0.005460125,0.0001595973,0.0002382576,0.001170564,0.01071818,0.002512007,0.8875305,0.08273707,0.004275482,0.000775065],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912386,0.0002068148,0.007488199,0.00037193,0.0001054366,0.0001874683,0.000005929964,0.00002155267,0.0003741012],"genre_scores_gemma":[0.9993219,0.0001662202,0.0001329528,0.00002336068,0.00006657255,0.00001518416,0.000006058618,0.000009532318,0.0002582265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08613737,"threshold_uncertainty_score":0.2450757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006477762139502921,"score_gpt":0.218063183086562,"score_spread":0.2115854209470591,"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."}}