{"id":"W2124900105","doi":"10.51847/1sihv8j","title":"10.51847/1siHV8j","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Jordan","keywords":"Phenol; Volume (thermodynamics); Continuous stirred-tank reactor; Bioreactor; Wastewater; Chemistry; Batch reactor; Chemical engineering; Process engineering; Pulp and paper industry; Environmental engineering; Environmental science; Thermodynamics; Organic chemistry; Engineering; Catalysis","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":[0.000566685,0.001256081,0.0006701311,0.002686949,0.001050623,0.002586483,0.001352091,0.002333469,0.9466659],"category_scores_gemma":[0.0007938778,0.000526317,0.000661443,0.002027293,0.0007148266,0.001433847,0.001930813,0.001080144,0.9383103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008278259,"about_ca_system_score_gemma":0.000525011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001991833,"about_ca_topic_score_gemma":0.001984427,"domain_scores_codex":[0.9995554,0.00002479039,0.00002389199,0.0001231419,0.0001725249,0.0001001402],"domain_scores_gemma":[0.9992792,0.0001048409,0.00005122103,0.0001324618,0.000264133,0.0001682198],"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":[0.0002614783,0.0004317705,0.001517848,0.0003874291,0.00003416773,0.0003387345,0.0001190132,0.000934921,0.01997545,0.008311352,0.2045507,0.7631372],"study_design_scores_gemma":[0.0000490873,0.0001266125,0.002068254,0.0001644379,0.00001683931,0.000555992,0.00008018735,0.001351412,0.003745637,0.001830052,0.9899836,0.00002807956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004845548,0.0008002639,0.009387324,0.0009570002,0.001729364,0.0001449966,0.00274419,0.00365996,0.9757313],"genre_scores_gemma":[0.007106885,0.0002964529,0.003362425,0.0002408911,0.0001604886,0.00007148209,0.002306138,0.0004471859,0.9860081],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05333412,"threshold_uncertainty_score":0.07607454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004210316475886052,"score_gpt":0.1603563410640036,"score_spread":0.1561460245881176,"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."}}