{"id":"W2147773671","doi":"10.51847/ok6eiji","title":"10.51847/Ok6eiji","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Algal biology and biofuel production","field":"Energy","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioremediation; Environmental science; Wastewater; Hazardous waste; Environmental chemistry; Biomass (ecology); Pollution; Pollutant; Waste management; Biochemical engineering; Environmental engineering; Chemistry; Contamination; Ecology; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007746164,0.0000809743,0.00008381566,0.00002838645,0.00006879895,0.00000872033,0.00009878998,0.00008835208,0.995746],"category_scores_gemma":[0.00001937281,0.00006923673,0.00003182758,0.0001141188,0.00003161472,0.00004991371,0.00001533772,0.00006663511,0.9937568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001594437,"about_ca_system_score_gemma":0.000007476022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006711447,"about_ca_topic_score_gemma":5.084465e-7,"domain_scores_codex":[0.9994642,0.00003433994,0.00009343003,0.0001872791,0.00005393912,0.0001668871],"domain_scores_gemma":[0.9997165,0.00001147397,0.00001259738,0.0001849918,0.0000201917,0.00005420854],"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":[0.0001112674,0.00002307242,5.05708e-7,0.000001711868,0.00001222887,0.000001934475,0.000006049891,0.00007773766,0.0007185001,0.00001825804,0.02268969,0.976339],"study_design_scores_gemma":[0.00008796765,0.0001044709,0.0001005017,0.000002481352,0.000007212045,0.000007110546,3.23895e-7,0.00001829109,0.0004695453,0.00003089673,0.9990683,0.0001029067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005959367,0.00005848598,1.808082e-7,0.0006084697,0.000006876814,0.00005860662,0.000002926998,0.0001472284,0.9931579],"genre_scores_gemma":[0.00406071,5.496524e-7,0.00005785939,0.000134113,0.0003320877,0.00000718949,0.0000282755,0.00000924842,0.99537],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9763786,"threshold_uncertainty_score":0.2823392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007111242296038154,"score_gpt":0.1829957403564043,"score_spread":0.1758844980603661,"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."}}