{"id":"W4280595165","doi":"10.3390/microorganisms10050996","title":"Effects of Matrix Composition and Temperature on Viability and Metabolic Activity of Microencapsulated Marine Bacteria","year":2022,"lang":"en","type":"article","venue":"Microorganisms","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Nautilus Biosciences (Canada); University of Prince Edward Island","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Agarose; Bacteria; Microfluidics; Marine bacteriophage; Chemistry; Biology; Nanotechnology; Biochemistry; Materials science","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":[0.0003070014,0.0005379125,0.0003191601,0.0001932745,0.0001332547,0.0004472836,0.0001890936,0.0002512241,0.0006218448],"category_scores_gemma":[0.0006442994,0.0002456464,0.0002381708,0.000185207,0.0001713922,0.0002667763,0.0002456347,0.0003995814,0.0001750425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185371,"about_ca_system_score_gemma":0.0002117934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001192497,"about_ca_topic_score_gemma":0.001873145,"domain_scores_codex":[0.999714,0.00005420286,0.00003947545,0.00006425415,0.00006901159,0.0000591004],"domain_scores_gemma":[0.9993739,0.0002414227,0.0001659836,0.00002946729,0.0001119393,0.00007728817],"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":[0.0001705673,0.00003102534,0.0002076563,0.00004641599,0.00000823927,0.00002227412,0.00003470368,0.0001947789,0.9985292,0.00001387682,0.00001041229,0.0007307711],"study_design_scores_gemma":[0.000004265507,0.000294394,0.002038234,0.000008937081,0.00001588913,0.0000215091,0.00003123941,0.0006421445,0.9966704,0.00000586401,0.0002589094,0.000008207479],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980164,0.0007905872,0.000514283,0.00002269588,0.00002406921,0.00001318819,0.0001806204,0.00001930927,0.0004188798],"genre_scores_gemma":[0.9957497,0.0007274073,0.002309826,0.00002247722,0.000007034946,0.00003314997,0.0002673997,0.0000234165,0.0008594723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001192497,"threshold_uncertainty_score":0.002371132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002533581065142975,"score_gpt":0.1934857607232921,"score_spread":0.1909521796581491,"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."}}