{"id":"W2877974637","doi":"10.31353/cs1030","title":"Riyadh Bioremediation Facility","year":2015,"lang":"en","type":"report","venue":"","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Bioremediation; Environmental science; Biology; Ecology; Contamination","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":[0.0006652815,0.000707731,0.0002124076,0.00155582,0.001676406,0.001286991,0.001268154,0.0005316475,0.06862458],"category_scores_gemma":[0.0006049558,0.0002274759,0.0003195403,0.0008673969,0.000275319,0.0004844141,0.001242177,0.0007005786,0.02137622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002200742,"about_ca_system_score_gemma":0.007677327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05054758,"about_ca_topic_score_gemma":0.05759272,"domain_scores_codex":[0.9990553,0.00005406239,0.00003594489,0.0001136199,0.0005732789,0.0001677394],"domain_scores_gemma":[0.9984848,0.00008909055,0.0001160572,0.0001304082,0.00101291,0.0001667974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001106291,0.001072383,0.02094214,0.00123345,0.00006079037,0.002092982,0.0006148042,0.001695793,0.08587865,0.009520303,0.4670612,0.4087213],"study_design_scores_gemma":[0.00006217978,0.000360286,0.02022949,0.0001282508,0.00001997953,0.001006679,0.0005158991,0.0007549935,0.05092809,0.0002592601,0.9257087,0.00002619553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1296041,0.004303066,0.007695631,0.005064113,0.001235731,0.002839561,0.04607805,0.001906382,0.8012733],"genre_scores_gemma":[0.2078502,0.005225487,0.008817202,0.001141558,0.0001802874,0.0006158561,0.03153876,0.0001744969,0.7444562],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06862458,"threshold_uncertainty_score":0.2295721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.142832920348502,"score_gpt":0.3514842371286541,"score_spread":0.2086513167801521,"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."}}