{"id":"W3160241565","doi":"10.71781/17286","title":"Caractérisation et optimisation des paramètres physiques du Ta₂O₅ affectant le facteur de qualité de miroirs diélectriques","year":2019,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Science and Technology Facilities Council; Fonds Québécois de la Recherche sur la Nature et les Technologies; Polytechnique Montréal; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of the West of Scotland; University of Glasgow; Scottish Universities Physics Alliance; Division of Electrical, Communications and Cyber Systems; California Institute of Technology; Université de Montréal; Massachusetts Institute of Technology; National Science Foundation","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004589694,0.0006511195,0.0006723991,0.0002811995,0.007463438,0.0005885611,0.000364198,0.0004671444,0.0001900282],"category_scores_gemma":[0.0001180126,0.0006998457,0.0005665545,0.0001435862,0.0004583511,0.001223027,0.00009246344,0.0003839809,0.00006187993],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007507877,"about_ca_system_score_gemma":0.00157684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4653786,"about_ca_topic_score_gemma":0.1189056,"domain_scores_codex":[0.9967851,0.000802615,0.0005847769,0.0006600903,0.0005494963,0.0006178953],"domain_scores_gemma":[0.9978831,0.0002563766,0.0007474812,0.0003390712,0.0005254544,0.0002485273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00128212,0.0005832916,0.01520271,0.001036421,0.00117057,0.0005397777,0.5842862,0.01051822,0.2060181,0.1756481,0.0005384415,0.003176093],"study_design_scores_gemma":[0.002557864,0.0007431331,0.2169116,0.001984222,0.002657036,0.0006145753,0.4964064,0.01534361,0.1735372,0.003872995,0.08218998,0.003181259],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716716,0.009629518,0.0003727771,0.0004861937,0.0005729232,0.0005262157,0.0002228017,0.0002005825,0.01631736],"genre_scores_gemma":[0.9523786,0.003250992,0.0006089846,0.0001116821,0.0004337558,0.00005440414,0.001669982,0.00006193331,0.04142963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.346473,"threshold_uncertainty_score":0.9995453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105542875260686,"score_gpt":0.1929932559462392,"score_spread":0.1824389684201706,"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."}}