{"id":"W7096464500","doi":"","title":"DEPARTEMENT DE GENIE CIVIL FACULTÉ DES SCIENCES ET GÉNIE","year":2015,"lang":"en","type":"article","venue":"","topic":"Phytochemicals and Medicinal Plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Subject (documents); Civil servants; Government (linguistics)","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":[0.001632126,0.0008027756,0.0009129198,0.001739677,0.002975448,0.002858654,0.001132495,0.002034012,0.1901696],"category_scores_gemma":[0.003871755,0.0003427108,0.0005371624,0.0008523376,0.00115934,0.0009142399,0.002281701,0.003305566,0.05094073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005914219,"about_ca_system_score_gemma":0.01183812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0194888,"about_ca_topic_score_gemma":0.03530897,"domain_scores_codex":[0.9985252,0.0002353072,0.00007674583,0.0002838745,0.0004868495,0.0003920648],"domain_scores_gemma":[0.9939308,0.0005854527,0.0003086923,0.000176732,0.001299261,0.003699097],"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":[0.001159467,0.0006065694,0.01913165,0.001276467,0.00006738676,0.001442859,0.002576034,0.0007692915,0.004170423,0.03274453,0.6553875,0.2806678],"study_design_scores_gemma":[0.00004237823,0.0002562593,0.03435822,0.0003200099,0.00001097638,0.0008013136,0.0008107589,0.0003013207,0.001875282,0.002311352,0.9588796,0.00003261198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06450702,0.06009006,0.004338915,0.2244266,0.04391275,0.0008898759,0.01022312,0.001505678,0.590106],"genre_scores_gemma":[0.08290116,0.01414273,0.002689453,0.004357359,0.003022663,0.0001748822,0.001126671,0.0001884684,0.8913967],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8098304,"threshold_uncertainty_score":0.6361806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2555382095562463,"score_gpt":0.4269879912042223,"score_spread":0.171449781647976,"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."}}