{"id":"W2899785922","doi":"10.1101/467324","title":"Community rescue in experimental phytoplankton communities facing severe herbicide pollution","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Université du Québec à Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Liber Ero Foundation; Groupe de recherche interuniversitaire en limnologie","keywords":"Glyphosate; Mesocosm; Biomass (ecology); Ecosystem; Resistance (ecology); Biology; Biodiversity; Ecology; Adaptation (eye)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003680115,0.0003047365,0.0004782024,0.0001855243,0.0005754209,0.000414928,0.0004436209,0.0004590708,0.0006229467],"category_scores_gemma":[0.0005044198,0.00015251,0.0002597143,0.0001563898,0.0004675442,0.0002871329,0.0008169619,0.0008251938,0.0001289492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005199364,"about_ca_system_score_gemma":0.000433029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002272963,"about_ca_topic_score_gemma":0.002675642,"domain_scores_codex":[0.9996595,0.00007095165,0.00002727649,0.0001146596,0.00007501289,0.00005257887],"domain_scores_gemma":[0.9993396,0.0001075131,0.0001388441,0.00009871148,0.000120108,0.0001952528],"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":[0.0008056547,0.000367753,0.005817657,0.00004572827,0.00002170116,0.0001017087,0.0001794693,0.0003722365,0.9909671,0.00003636438,0.00004750211,0.001237043],"study_design_scores_gemma":[0.0004119656,0.01461193,0.3524131,0.00003495826,0.00009299171,0.000427646,0.001750607,0.01682983,0.6104924,0.0007388553,0.002105043,0.00009064146],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993851,0.00002635884,0.0002699261,0.00002785288,0.000006052758,0.00002264505,0.0001010855,0.000009061386,0.0001518666],"genre_scores_gemma":[0.997454,0.00004224955,0.001572039,0.00008753343,0.000008694186,0.00008914383,0.0002174579,0.00001014594,0.000518669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002272963,"threshold_uncertainty_score":0.004519463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01536832716761803,"score_gpt":0.2431372846090251,"score_spread":0.2277689574414071,"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."}}