{"id":"W7037310173","doi":"","title":"Differential genetic expression : diatoms and river biofilm as diagnostic tools for metal contamination.","year":2015,"lang":"fr","type":"other","venue":"EspaceINRS (National Institute for Scientific Research (Canada))","topic":"Study of Mite Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aquatic environment; Bioaccumulation; Cadmium; Heavy metals","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":[0.000532261,0.000275006,0.0002115297,0.0009020023,0.0003807704,0.0005391036,0.0002978877,0.0005669668,0.0009147946],"category_scores_gemma":[0.000383904,0.0001767603,0.0001617275,0.0007138178,0.0004091045,0.0002463136,0.0003858489,0.0004196439,0.0003279337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00161063,"about_ca_system_score_gemma":0.0008610463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03612988,"about_ca_topic_score_gemma":0.116947,"domain_scores_codex":[0.9996156,0.00006226055,0.00001691298,0.0001025566,0.000157653,0.0000449718],"domain_scores_gemma":[0.9997659,0.00003526296,0.0000416142,0.00001292224,0.0001059037,0.00003839981],"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":[0.0001507924,0.00004232315,0.02176591,0.0001415194,0.00001398465,0.00008102238,0.0001826942,0.00007333681,0.9599394,0.0002612049,0.0002869815,0.01706081],"study_design_scores_gemma":[0.00002110304,0.0007086085,0.6041591,0.00006664066,0.00008675448,0.0006586729,0.0008873912,0.003440089,0.3760561,0.0004124069,0.01345653,0.00004664604],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608103,0.006985418,0.01785059,0.0009526437,0.0001180278,0.0001868965,0.002617836,0.000206901,0.01027149],"genre_scores_gemma":[0.9502123,0.002730996,0.0266689,0.0005088349,0.00002061174,0.000206655,0.001682813,0.00002869081,0.01794028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03612988,"threshold_uncertainty_score":0.07183921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05784369356992917,"score_gpt":0.2991397032621586,"score_spread":0.2412960096922294,"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."}}