{"id":"W2734955804","doi":"10.1139/er-2017-0007","title":"Bacterial presence in polar regions associated with environment modification by chemical compounds including contaminants","year":2017,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trophic level; Food chain; Environmental science; Pollutant; Ecosystem; Ecology; Contamination; Environmental chemistry; Xenobiotic; Marine ecosystem; Biology; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005147164,0.0002367283,0.0003892864,0.0000172064,0.0005778651,0.00003362853,0.0007398059,0.0001543324,0.001550283],"category_scores_gemma":[0.00009889226,0.0002088219,0.00006064556,0.00003153872,0.0008420191,0.0003286017,0.0005911994,0.000347798,0.0006458088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00050412,"about_ca_system_score_gemma":0.000004409325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002492492,"about_ca_topic_score_gemma":0.0003713673,"domain_scores_codex":[0.9983004,0.0004030375,0.0003677462,0.0004157762,0.000152147,0.0003608444],"domain_scores_gemma":[0.9985825,0.00009291496,0.0004096496,0.0008148221,2.489498e-7,0.00009980616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008016876,0.0006499393,0.1133853,0.000004284007,0.0000166523,0.000006542164,0.0004242621,0.000008759065,0.8740365,0.00001058868,0.008198796,0.003178221],"study_design_scores_gemma":[0.002044793,0.0002913915,0.6637585,0.0001608166,0.00005478037,0.00001760485,0.00007995022,0.0001949714,0.01257386,0.0002732225,0.3197768,0.0007732474],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973648,0.0002783559,0.00005101287,0.0002437941,0.00006303909,0.0005892315,0.00003458346,0.00001053472,0.001364711],"genre_scores_gemma":[0.9970717,0.001673167,0.0001625373,0.0001389937,0.00001863228,0.00007770447,0.0003738526,0.00001734216,0.0004660312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8614627,"threshold_uncertainty_score":0.9993624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04474608102309652,"score_gpt":0.2737221835655335,"score_spread":0.228976102542437,"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."}}