{"id":"W2921994295","doi":"","title":"Développement des membranes pour la séparation in-situ de l'eau à hautes températures","year":2018,"lang":"fr","type":"article","venue":"Corpus Université Laval (Université Laval)","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université Laval","keywords":"Chemistry; Materials science","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"],"consensus_categories":[],"category_scores_codex":[0.0004093989,0.0005969866,0.0005382961,0.0006793438,0.0005245068,0.0001177819,0.0006012509,0.000562477,0.0003844416],"category_scores_gemma":[0.00003169651,0.000774025,0.0002571285,0.001105536,0.0004089033,0.000867833,0.0001149429,0.000556027,0.000219838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419452,"about_ca_system_score_gemma":0.0005067788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007328891,"about_ca_topic_score_gemma":0.07133619,"domain_scores_codex":[0.9973789,0.0002607569,0.0003840048,0.0006415811,0.0004260335,0.0009086702],"domain_scores_gemma":[0.9984613,0.0002045536,0.0001501282,0.0004530807,0.0003011969,0.0004297419],"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":[0.0008603526,0.000561829,0.03530068,0.001076617,0.0006464184,0.002733654,0.08014775,0.01255406,0.7445286,0.07398732,0.009703105,0.03789962],"study_design_scores_gemma":[0.004155353,0.0003310125,0.0753882,0.0009189384,0.0005051977,0.0002545994,0.004740946,0.005756156,0.6080073,0.001368854,0.2971934,0.001380138],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8410633,0.006585318,0.005320515,0.007553623,0.001247119,0.0005292276,0.00006522693,0.0004443081,0.1371914],"genre_scores_gemma":[0.910488,0.01515469,0.005548909,0.0001823407,0.0004038804,0.000002638397,0.000119606,0.00009936617,0.06800054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2874903,"threshold_uncertainty_score":0.9994711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156719652325686,"score_gpt":0.2123551215382607,"score_spread":0.2007879250150039,"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."}}