{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005087116,0.0007316872,0.0007593653,0.0002513143,0.0005103954,0.0004822118,0.001600968,0.0009196794,0.001416633],"category_scores_gemma":[0.0007390213,0.0009012845,0.0004881012,0.0003671887,0.000371841,0.0002810647,0.0003146142,0.002039586,0.0004204612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002347677,"about_ca_system_score_gemma":0.001122863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01620125,"about_ca_topic_score_gemma":0.0310748,"domain_scores_codex":[0.9934824,0.003159499,0.001004383,0.0009758026,0.0005277205,0.0008502452],"domain_scores_gemma":[0.993801,0.001196841,0.0004180529,0.002507875,0.001461268,0.0006149353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004503704,0.001226394,0.003609229,0.001262271,0.0004777029,0.00008367592,0.02451622,0.01278052,0.1919834,0.729834,0.006704074,0.02747744],"study_design_scores_gemma":[0.002464127,8.566483e-7,0.03191462,0.002720491,0.0002569185,0.00009329677,0.0004493014,0.1295954,0.5490984,0.007403896,0.2741909,0.001811811],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4189328,0.002488018,0.294871,0.03371471,0.001469729,0.0009191995,0.0002374052,0.000882246,0.2464849],"genre_scores_gemma":[0.8629581,0.00153893,0.06971315,0.0002260568,0.0001083499,0.000103398,0.0008651738,0.0001706983,0.06431613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7224301,"threshold_uncertainty_score":0.9994962,"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."}}