{"id":"W1578021422","doi":"","title":"ANALYSE DE LA PERFORMANCE D'UN DISSIPATEUR D'ÉNERGIE DE TYPE AUGE","year":2012,"lang":"fr","type":"article","venue":"Larhyss journal","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Physics; Philosophy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001704906,0.0002069553,0.0001988936,0.00005313745,0.0004761593,0.00006440469,0.0003339773,0.0002675244,0.01782313],"category_scores_gemma":[0.00003745085,0.0001869322,0.000103353,0.0003051629,0.0004214193,0.0009308945,0.00004555604,0.0008738289,0.001012232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002211128,"about_ca_system_score_gemma":0.00009792786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006206665,"about_ca_topic_score_gemma":0.00001327588,"domain_scores_codex":[0.9979517,0.0003382257,0.0002895473,0.0001619409,0.0002614639,0.0009970685],"domain_scores_gemma":[0.9990504,0.00007663906,0.0001332446,0.0001548007,0.00001248859,0.0005724104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006784435,0.0003819125,0.9620159,0.00004508274,0.0000881228,0.0001644993,0.002018608,0.004707944,0.006042395,0.0001162897,0.001048888,0.02330255],"study_design_scores_gemma":[0.0005188905,0.0001700515,0.8870727,0.00007586888,0.0002811322,0.002215126,0.0001120883,0.001878151,0.01377377,0.0006992387,0.09288863,0.0003143598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812633,0.0114214,0.001120483,0.0007620206,0.000778698,0.00004074683,0.000004654405,0.00002035222,0.004588307],"genre_scores_gemma":[0.9867423,0.007129258,0.001513784,0.0005514071,0.0006037707,0.000002325434,0.000003774372,0.00002237628,0.003430991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09183975,"threshold_uncertainty_score":0.9997656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026818668985598,"score_gpt":0.2513190749014513,"score_spread":0.2410508882115953,"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."}}