{"id":"W7042553247","doi":"","title":"Phytoremédiation d’un sol contaminé par des contaminants organiques et inorganiques","year":2021,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pollution prevention; Panache; Production system (computer science); Petroleum","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":[],"consensus_categories":[],"category_scores_codex":[0.0002220455,0.0004297432,0.0003242256,0.0003563795,0.00105657,0.0007761462,0.0002542218,0.0003330317,0.001800068],"category_scores_gemma":[0.0001711159,0.0001787262,0.0003491096,0.0003429039,0.0004255238,0.0001715369,0.0002908774,0.0004054857,0.0003530273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003789929,"about_ca_system_score_gemma":0.002401748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.334684,"about_ca_topic_score_gemma":0.6447025,"domain_scores_codex":[0.9998154,0.00001399748,0.000007242851,0.00004306123,0.00007548268,0.00004482688],"domain_scores_gemma":[0.9997336,0.00003241582,0.00003254099,0.00001708197,0.0001547455,0.00002968179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007876858,0.00001864699,0.002334215,0.0001071383,0.00001473508,0.00005527557,0.000109113,0.0001641512,0.9920847,0.00004764965,0.0001265894,0.004858923],"study_design_scores_gemma":[0.00001644995,0.0009089284,0.050218,0.00003685586,0.0000751729,0.0001339989,0.00057152,0.00109201,0.9295355,0.00006836878,0.01731698,0.00002629487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894518,0.00125018,0.003116699,0.0001903355,0.00003989192,0.00008747357,0.0006459155,0.0001078854,0.005109746],"genre_scores_gemma":[0.9621582,0.001803767,0.005518705,0.0001943753,0.00000743397,0.00005640027,0.0007488504,0.00004341387,0.02946878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.334684,"threshold_uncertainty_score":0.6654718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005169883800183243,"score_gpt":0.174021645774122,"score_spread":0.1688517619739387,"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."}}