{"id":"W1998481622","doi":"10.1139/w07-112","title":"Repeated batch cultivation of the hydrocarbon-degrading, micro-algal strain <i>Prototheca zopfii</i> RND16 immobilized in polyurethane foam","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Polyurethane; Strain (injury); Hydrocarbon; Biodegradation; Chemistry; Microbiology; Biology; Chromatography; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001880666,0.0005591654,0.0005145126,0.0001467872,0.0001719777,0.0002919292,0.0003174516,0.0002694255,0.0004476272],"category_scores_gemma":[0.0002345485,0.0001416556,0.0003934493,0.0002705444,0.0001453047,0.000295082,0.0004196363,0.0002819878,0.0002585649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002733117,"about_ca_system_score_gemma":0.0002245538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002285524,"about_ca_topic_score_gemma":0.002230393,"domain_scores_codex":[0.9997913,0.00002379482,0.00002727184,0.00007222505,0.00005212226,0.00003329665],"domain_scores_gemma":[0.9998672,0.00002605505,0.00003395031,0.0000276693,0.0000283696,0.00001672635],"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":[0.00006630225,0.0000179959,0.0004434905,0.00002890945,0.000005611064,0.00002073369,0.00001673505,0.00007948869,0.9983646,0.00000685229,0.000008082137,0.0009411977],"study_design_scores_gemma":[0.000008020359,0.0004138167,0.005249038,0.000004998482,0.00002350282,0.0001011267,0.00004494706,0.0007429188,0.9926333,0.00001217681,0.0007559902,0.00001002474],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974732,0.0003431125,0.001376186,0.00002791298,0.00002356322,0.00003536104,0.0002798088,0.00003319506,0.000407576],"genre_scores_gemma":[0.981588,0.000794703,0.01294879,0.00003840714,0.00001498694,0.00009643728,0.001561553,0.00002931468,0.002927793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002285524,"threshold_uncertainty_score":0.004544497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246313255445475,"score_gpt":0.204359829418873,"score_spread":0.1918966968644182,"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."}}