{"id":"W4406497414","doi":"10.1016/0967-0653(96)83310-2","title":"10.1016/0967-0653(96)83310-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biodegradation; Crude oil; Chemistry; Environmental chemistry; Pulp and paper industry; Environmental science; Petroleum engineering; Geology; Organic chemistry; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001210325,0.002955161,0.001854013,0.002820305,0.002585439,0.003832035,0.003312503,0.005168351,0.989838],"category_scores_gemma":[0.00160871,0.001125794,0.001751956,0.002265843,0.002368855,0.005133205,0.003313901,0.002879479,0.9916089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128441,"about_ca_system_score_gemma":0.0008526568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003989242,"about_ca_topic_score_gemma":0.003636662,"domain_scores_codex":[0.9993901,0.00004379765,0.00005785349,0.0002130247,0.0001577089,0.0001374022],"domain_scores_gemma":[0.9977311,0.0006094196,0.0001295601,0.0002285071,0.0004676304,0.0008337022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005490624,0.0004040594,0.001012821,0.0008046179,0.00006043515,0.0003723525,0.0001462758,0.0005182746,0.003637565,0.005040789,0.3435527,0.6439011],"study_design_scores_gemma":[0.00007746569,0.0001829129,0.0008752447,0.000408258,0.00001833656,0.0004468791,0.0001529237,0.000219432,0.0005436353,0.0007271235,0.9963171,0.00003055927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005356569,0.0004306277,0.0007751668,0.0004092832,0.0003012793,0.0001380623,0.0006094427,0.000759476,0.9960411],"genre_scores_gemma":[0.0005846191,0.000235576,0.0003884962,0.0002132962,0.00007793665,0.00005876816,0.0003364899,0.0001306036,0.9979742],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.010162,"threshold_uncertainty_score":0.01449478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004745857901567334,"score_gpt":0.157238760240924,"score_spread":0.1524929023393567,"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."}}