{"id":"W2089986391","doi":"10.1016/j.vacuum.2014.07.014","title":"On the phase transformation of Ag-41.53Mg (at.%) – An in situ XRD study","year":2014,"lang":"en","type":"article","venue":"Vacuum","topic":"Rare-earth and actinide compounds","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phase (matter); Diffraction; Transformation (genetics); In situ; Materials science; Atmospheric temperature range; Crystallography; Analytical Chemistry (journal); X-ray crystallography; Range (aeronautics); Chemistry; Thermodynamics; Optics; Composite material; Chromatography; Physics; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.000221152,0.00008374957,0.0001185033,0.00004422307,0.00006646846,0.00002063995,0.0001232843,0.00001436289,0.0002239146],"category_scores_gemma":[0.000003265376,0.0000580641,0.0000433878,0.00009561037,0.00001253512,0.0001251253,0.00001087208,0.00009098335,0.00004018865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006693925,"about_ca_system_score_gemma":0.00001094354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007793951,"about_ca_topic_score_gemma":0.00004512944,"domain_scores_codex":[0.9993961,0.00008697659,0.0001761301,0.0001047296,0.0001103008,0.0001257986],"domain_scores_gemma":[0.9995816,0.00008197106,0.00005870183,0.0002235032,0.00001731258,0.00003696196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00146289,0.02102897,0.2131119,0.00008639217,0.0003283628,0.000006430384,0.05438709,0.0009513448,0.1676358,0.1589759,0.006104439,0.3759204],"study_design_scores_gemma":[0.04289764,0.01361862,0.2720513,0.0002453148,0.0002300256,0.000003038101,0.02764151,0.02486236,0.4807446,0.07200942,0.06353635,0.002159768],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761967,0.000002275408,0.0004218563,0.0001823335,0.00006364517,0.000226373,0.000009000672,0.00001005988,0.02288777],"genre_scores_gemma":[0.9997297,1.907474e-7,0.0000104153,0.00004812201,0.00008302041,0.00001585189,0.00002363594,0.000006576434,0.00008247066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3737606,"threshold_uncertainty_score":0.2451708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161854705508392,"score_gpt":0.2735150838988961,"score_spread":0.2573296133480569,"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."}}