{"id":"W7098300270","doi":"","title":"DOCTORAT EN SCIENCES DE L'ENVIRONNEMENT PAR","year":2014,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diffuser (optics); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002653265,0.0009861215,0.00138881,0.001161471,0.00415502,0.007887577,0.001082379,0.003616295,0.2192174],"category_scores_gemma":[0.008344186,0.0005045899,0.0007931881,0.001857644,0.003303692,0.005474885,0.003776025,0.004946082,0.1134632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01107644,"about_ca_system_score_gemma":0.02556034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03084602,"about_ca_topic_score_gemma":0.07561006,"domain_scores_codex":[0.9967295,0.0005991188,0.0001872609,0.0007141536,0.001388427,0.0003815632],"domain_scores_gemma":[0.9909441,0.0009425363,0.0003727972,0.0006727195,0.003484391,0.003583368],"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":[0.0000299007,0.0000430153,0.0007702293,0.0004220832,0.000008476268,0.0001076187,0.001739193,0.0001288561,0.0003814288,0.02039097,0.9183787,0.0575995],"study_design_scores_gemma":[0.000002373807,0.000008136978,0.0006497309,0.0001379811,0.000002244125,0.00005229253,0.0004180188,0.00004604671,0.0001010595,0.001242524,0.9973332,0.000006426367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004709568,0.06373326,0.004105376,0.3104274,0.07337053,0.0001390463,0.003126975,0.0008686058,0.5395193],"genre_scores_gemma":[0.01323613,0.0153988,0.0009821688,0.008902208,0.0032403,0.00006106459,0.0003286718,0.0002922392,0.9575584],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7807826,"threshold_uncertainty_score":0.7333553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1670531027332569,"score_gpt":0.3020030820837756,"score_spread":0.1349499793505187,"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."}}