{"id":"W4248947267","doi":"10.3410/f.1009775.135358","title":"Faculty Opinions recommendation of Variability in Pseudomonas aeruginosa lipopolysaccharide expression during crude oil degradation.","year":2002,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Pseudomonas aeruginosa; Lipopolysaccharide; Degradation (telecommunications); Microbiology; Crude oil; Chemistry; Pseudomonas; Biology; Bacteria; Computer science; Engineering; Petroleum engineering; Immunology; Genetics; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001822964,0.002841708,0.001651034,0.003845491,0.0007717722,0.002278961,0.00264007,0.002799666,0.01540096],"category_scores_gemma":[0.007703527,0.0007010043,0.001998862,0.004949845,0.0002972758,0.001062754,0.001293254,0.001763586,0.0241265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310116,"about_ca_system_score_gemma":0.002542533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02846853,"about_ca_topic_score_gemma":0.05290673,"domain_scores_codex":[0.9981792,0.0002465673,0.0001900974,0.0006275715,0.0005712243,0.0001852595],"domain_scores_gemma":[0.9962867,0.001031879,0.000426992,0.0008837151,0.0009327053,0.0004380155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003463198,0.0001432561,0.005310531,0.001318053,0.0002269935,0.00006852331,0.00002931411,0.001372556,0.0009733602,0.0001948529,0.9805905,0.009425812],"study_design_scores_gemma":[0.001192344,0.0001921806,0.07333619,0.0004938081,0.0004585574,0.0003183795,0.0001845694,0.009289207,0.00603212,0.001130267,0.9072198,0.0001525035],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001238651,0.0001239504,0.0001189232,0.0001049625,0.00004106971,0.00001924878,0.997398,0.0005284233,0.0004268719],"genre_scores_gemma":[0.001131907,0.00004678823,0.0003052531,0.00003208711,0.000006038186,0.00003618771,0.997877,0.0000372117,0.0005275703],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02846853,"threshold_uncertainty_score":0.05660564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558944562197726,"score_gpt":0.2832747015103702,"score_spread":0.2676852558883929,"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."}}