{"id":"W2468526260","doi":"10.51847/7wdhbig","title":"10.51847/7wdHbIg","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Algal biology and biofuel production","field":"Energy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tetraselmis; Biomass (ecology); Pulp and paper industry; Biodiesel; Nannochloropsis; Environmental science; Wastewater; Emulsion; Food science; Environmental remediation; Biofuel; Chemistry; Biology; Algae; Biotechnology; Environmental engineering; Botany; Ecology; Contamination; Biochemistry","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":[0.0004295091,0.00169623,0.0007583228,0.00216281,0.001364436,0.002443897,0.001447574,0.003126345,0.9686244],"category_scores_gemma":[0.0006877876,0.0004733354,0.0006409837,0.001546879,0.0007847867,0.001864943,0.002669538,0.001507357,0.9767516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007371774,"about_ca_system_score_gemma":0.0004663119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002506688,"about_ca_topic_score_gemma":0.002261272,"domain_scores_codex":[0.9996543,0.00002018921,0.00002043452,0.0001148553,0.0001147186,0.00007552841],"domain_scores_gemma":[0.9993501,0.0001120673,0.00002441266,0.0001263373,0.0001842182,0.0002028372],"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":[0.0002121052,0.0002760078,0.0005356351,0.0003040131,0.00001969222,0.0002824502,0.00008912127,0.000336592,0.007538308,0.005056207,0.2385623,0.7467875],"study_design_scores_gemma":[0.00003596562,0.00005048492,0.0007354293,0.0001657838,0.000009546077,0.0003074969,0.00008495426,0.0003453312,0.001451091,0.0009345513,0.9958643,0.0000149249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001091503,0.0005284619,0.00228539,0.0005177326,0.000496084,0.00008013101,0.001068196,0.002065552,0.9918669],"genre_scores_gemma":[0.001930166,0.0001897313,0.0009153065,0.000262096,0.00003613171,0.00003307579,0.0009728541,0.0002801486,0.9953803],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03137559,"threshold_uncertainty_score":0.04475349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007669419170551292,"score_gpt":0.183449360590891,"score_spread":0.1757799414203398,"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."}}