{"id":"W7070768184","doi":"","title":"Portrait global de l'industrie du recyclage","year":2013,"lang":"fr","type":"article","venue":"NPARC","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002803834,0.0002480292,0.0001822163,0.00001851041,0.0001037066,0.00009863995,0.0003362871,0.0006083499,0.004565504],"category_scores_gemma":[0.0003762173,0.0002646171,0.0001262124,0.0001270341,0.0001905701,0.00001273897,0.0001978361,0.0003320245,0.0008384737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009981647,"about_ca_system_score_gemma":0.0003361218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001889271,"about_ca_topic_score_gemma":0.00002274265,"domain_scores_codex":[0.9985042,0.0001161333,0.0003464524,0.0002583764,0.00017196,0.0006029261],"domain_scores_gemma":[0.9989985,0.00001692537,0.0001554457,0.0004428703,0.0001102078,0.0002760064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002629463,0.0001774238,0.05272514,0.0001571451,0.0001572334,0.00002839859,0.0001537434,0.000180216,0.04467458,0.01372361,0.7078704,0.1801258],"study_design_scores_gemma":[0.0006516364,0.0003414267,0.01658117,0.00005986465,0.00005722052,0.0003447939,0.0001312578,0.005220909,0.00693907,0.004372563,0.9648255,0.000474649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4183162,0.001192302,0.005594497,0.01778479,0.0009415095,0.0003803801,0.0000907633,0.00004419602,0.5556554],"genre_scores_gemma":[0.942581,0.0004356425,0.02589477,0.002470022,0.001190856,0.00002948777,0.0001792034,0.00003470469,0.02718433],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5284711,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006053991401462771,"score_gpt":0.2337058464085749,"score_spread":0.2276518550071121,"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."}}