{"id":"W2089704451","doi":"10.1017/s1431927611003035","title":"Early Experiments with a New <i>In Situ</i> SEM Heating Technology","year":2011,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"In situ; Materials science; Engineering physics; Engineering; Physics; Meteorology","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":[0.0008737568,0.0004580244,0.0004188242,0.000331034,0.0004018304,0.0008851759,0.0007831846,0.0006860999,0.003035152],"category_scores_gemma":[0.001247739,0.0004458663,0.0004283626,0.0002974337,0.0006689468,0.001369585,0.000445608,0.001197857,0.0009651755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005863296,"about_ca_system_score_gemma":0.0003387274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004623917,"about_ca_topic_score_gemma":0.0009063874,"domain_scores_codex":[0.9995682,0.00006968412,0.00001905585,0.0001342802,0.0001516266,0.00005717232],"domain_scores_gemma":[0.9992099,0.0002584895,0.0000504647,0.0001648151,0.0002818388,0.00003439983],"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":[0.00009966851,0.00004347834,0.0002082833,0.0001761502,0.00001319475,0.00005360217,0.0001796355,0.0002546304,0.9814287,0.003241124,0.0006228166,0.01367869],"study_design_scores_gemma":[0.000006840963,0.0001457869,0.0004147988,0.000007091604,0.00001205869,0.00008627601,0.00003577858,0.0009502766,0.9885278,0.0002295666,0.009573339,0.00001047156],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.491375,0.004013127,0.443719,0.002324353,0.001889638,0.0005462044,0.0007042012,0.002244469,0.05318392],"genre_scores_gemma":[0.7988456,0.003201871,0.1607298,0.0006436542,0.0002564485,0.0002691125,0.0003817663,0.0005312252,0.03514047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003035152,"threshold_uncertainty_score":0.01015359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162259316602444,"score_gpt":0.2671323823755431,"score_spread":0.2555097892095187,"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."}}