{"id":"W4361197086","doi":"","title":"Contacteurs membranaires pour le captage de CO2","year":2010,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Chemistry","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":[0.0008975596,0.002373401,0.001621859,0.001839005,0.004218738,0.00514761,0.0009466882,0.004056609,0.01714333],"category_scores_gemma":[0.002789237,0.0007697293,0.001716961,0.001301354,0.001511981,0.003330168,0.00228504,0.003510938,0.003412787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005082269,"about_ca_system_score_gemma":0.001599455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02108763,"about_ca_topic_score_gemma":0.007677012,"domain_scores_codex":[0.9978653,0.0002697928,0.00004382334,0.0006271934,0.0008585698,0.0003354047],"domain_scores_gemma":[0.9981608,0.0009235651,0.0001090798,0.0001244066,0.0003498945,0.0003322322],"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":[0.002720472,0.0003373147,0.002743453,0.0004905363,0.0001682928,0.003966529,0.001429177,0.01902789,0.8929959,0.04223182,0.003163637,0.03072491],"study_design_scores_gemma":[0.0002206319,0.0004663229,0.008550229,0.00005092529,0.00005581103,0.001510793,0.0009006556,0.06009486,0.896026,0.003979634,0.02796632,0.0001778051],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8544623,0.003539829,0.08297131,0.001486938,0.001192901,0.0001979624,0.000720006,0.002628255,0.05280051],"genre_scores_gemma":[0.9488329,0.001561618,0.00576303,0.0001753616,0.0001804157,0.0001637806,0.0004169093,0.0003385919,0.04256741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02108763,"threshold_uncertainty_score":0.05735016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181367666566229,"score_gpt":0.2173049308784571,"score_spread":0.2054912542127948,"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."}}