{"id":"W1976432195","doi":"10.1107/s010876730509865x","title":"Insights into deformation mechanisms from<i>in-situ</i>diffraction experiments","year":2005,"lang":"en","type":"article","venue":"Acta Crystallographica Section A Foundations of Crystallography","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"In situ; Materials science; Deformation (meteorology); Diffraction; Crystallography; Chemistry; Physics; Composite material; 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":[0.0003263166,0.0004829038,0.0003643135,0.0003053836,0.0006500283,0.001086767,0.0007599726,0.0006818807,0.008644836],"category_scores_gemma":[0.0006338209,0.0004564932,0.0002470611,0.0005763571,0.0007470199,0.001420816,0.0004524734,0.001424482,0.00103701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006027492,"about_ca_system_score_gemma":0.0003001181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009402583,"about_ca_topic_score_gemma":0.001790513,"domain_scores_codex":[0.9996976,0.00002634602,0.00001721569,0.00008309855,0.0001153997,0.00006051005],"domain_scores_gemma":[0.9996543,0.00009670204,0.00008724461,0.00008490389,0.00005456297,0.00002229853],"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":[0.00009011634,0.00002778264,0.0006237414,0.0001547088,0.00001038037,0.0001853858,0.0001491456,0.0006561299,0.9834636,0.005735365,0.001598637,0.007304995],"study_design_scores_gemma":[0.00002863183,0.00006616131,0.006385415,0.00002014849,0.00001698099,0.0004897091,0.0003034236,0.005330517,0.9680309,0.00256112,0.01672996,0.00003709862],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.816896,0.003175731,0.1012077,0.003190302,0.0005592859,0.0001027195,0.003058636,0.001175885,0.07063369],"genre_scores_gemma":[0.9778751,0.001067955,0.01489819,0.0002066532,0.00005382994,0.00003945068,0.001015355,0.0002233878,0.004620051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008644836,"threshold_uncertainty_score":0.02891988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320395835840666,"score_gpt":0.2621430317782018,"score_spread":0.2489390734197951,"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."}}