{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001497671,0.0005171212,0.0005736996,0.0002473075,0.00227159,0.001240034,0.0009965484,0.0003330475,0.004661093],"category_scores_gemma":[0.01271371,0.0002977793,0.0001667336,0.0008230276,0.002429875,0.0005172826,0.0004621962,0.0003707476,0.0000543752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001227364,"about_ca_system_score_gemma":0.004011655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.249172,"about_ca_topic_score_gemma":0.9867768,"domain_scores_codex":[0.992792,0.0002906143,0.0005527743,0.001427758,0.003802169,0.001134661],"domain_scores_gemma":[0.9902415,0.005608561,0.0002864018,0.0002184558,0.002987734,0.0006573503],"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":[0.0001606377,0.0003277676,0.0005884502,0.0002079362,0.0002209777,0.00002971019,0.0002475451,0.0001665513,0.0122534,0.04069724,0.9157311,0.02936865],"study_design_scores_gemma":[0.0009042236,0.0003489117,0.01708983,0.0001880749,0.00005189805,0.000009523337,0.0005827866,0.0007335605,0.001992586,0.001958722,0.9755926,0.0005473267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7639049,0.01087935,0.0009346302,0.09106898,0.02984648,0.01978896,0.03647418,0.0001443193,0.04695815],"genre_scores_gemma":[0.3035656,0.0002465245,0.001733798,0.0001698263,0.003139236,0.001271947,0.005160787,0.00004298755,0.6846693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7376047,"threshold_uncertainty_score":0.9999474,"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."}}