{"id":"W4412095638","doi":"10.1002/bab.70009","title":"Production and Formulation of <i>Alcanivorax borkumensis SK2</i> Cell Powders for Marine Oil Spill Bioremediation","year":2025,"lang":"en","type":"article","venue":"Biotechnology and Applied Biochemistry","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Mitacs","keywords":"Bioremediation; Oil spill; Environmental science; Crude oil; Oil production; Environmental chemistry; Chemistry; Biochemical engineering; Biology; Ecology; Petroleum engineering; Environmental engineering; Geology; Engineering; Contamination","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":[0.0002067426,0.0005810296,0.0003817442,0.0002436072,0.0002180164,0.0004202877,0.0003908866,0.0004678192,0.0006941772],"category_scores_gemma":[0.0001823054,0.0001596039,0.000389968,0.0003810289,0.0001311586,0.0002430687,0.0003885047,0.0004760964,0.0004861685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002818959,"about_ca_system_score_gemma":0.0002087172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009949077,"about_ca_topic_score_gemma":0.001887027,"domain_scores_codex":[0.9997986,0.0000252045,0.00003112136,0.000033255,0.00008178987,0.00003004723],"domain_scores_gemma":[0.9999186,0.00001045998,0.00002502384,0.00001080542,0.00002452626,0.00001060122],"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":[0.00002187185,0.00001831577,0.00008625484,0.00004527141,0.000004068761,0.00002512341,0.000009241186,0.0000730407,0.9988357,0.00002948947,0.00002762718,0.0008239187],"study_design_scores_gemma":[0.000005832149,0.0002820827,0.0008731633,0.000009842048,0.00001506587,0.0000778321,0.00002486817,0.0003432251,0.9962392,0.00001395204,0.002110537,0.000004405697],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865255,0.001388459,0.007011095,0.000152075,0.00006301021,0.0002145945,0.001346492,0.000139663,0.003159042],"genre_scores_gemma":[0.9740607,0.001848495,0.01543195,0.00007541039,0.00002164438,0.0002411575,0.003959861,0.00006885459,0.004291992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009949077,"threshold_uncertainty_score":0.002322257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002487633714491956,"score_gpt":0.1805101141422985,"score_spread":0.1780224804278066,"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."}}