{"id":"W2263095262","doi":"10.51847/zmw1lsw","title":"10.51847/zmw1lSw","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jaypee Institute of Information Technology","keywords":"Carbazole; Polyvinyl alcohol; Calcium alginate; Biodegradation; Degradation (telecommunications); Chemistry; Matrix (chemical analysis); Dissolution; Pseudomonas; Nuclear chemistry; Chromatography; Chemical engineering; Calcium; Organic chemistry; Bacteria","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":[0.0004960017,0.002230973,0.0009465759,0.003373841,0.0009250049,0.002657517,0.001330574,0.002575782,0.9046264],"category_scores_gemma":[0.0007564577,0.0006641469,0.000811726,0.002312674,0.0006865865,0.00151843,0.001874205,0.001131843,0.9320826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009927262,"about_ca_system_score_gemma":0.0005148361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001970833,"about_ca_topic_score_gemma":0.001686626,"domain_scores_codex":[0.9996119,0.00002345958,0.00002718557,0.000109134,0.0001404155,0.00008796239],"domain_scores_gemma":[0.9994691,0.00005837717,0.0000496323,0.0001061437,0.0001409105,0.0001757453],"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":[0.0005655521,0.0006564481,0.001841524,0.0005294711,0.00004823251,0.0006165415,0.0001361184,0.0006820943,0.0631563,0.006272967,0.1416518,0.7838429],"study_design_scores_gemma":[0.0001031846,0.0002101481,0.004350465,0.0002237849,0.00002841802,0.001131826,0.0001133393,0.001516355,0.01490875,0.001766216,0.9756117,0.00003567452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01365051,0.001503808,0.01173491,0.001561709,0.001745051,0.0003976041,0.01095264,0.01182937,0.9466245],"genre_scores_gemma":[0.008025255,0.0003558836,0.003290229,0.0002615097,0.0001130625,0.0001201663,0.00666265,0.0006282117,0.980543],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09537357,"threshold_uncertainty_score":0.1360388,"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."}}