{"id":"W4400778672","doi":"10.3390/molecules29143368","title":"Comprehensive Analysis of Biomass from Chlorella sorokiniana Cultivated with Industrial Flue Gas as the Carbon Source","year":2024,"lang":"en","type":"article","venue":"Molecules","topic":"Algal biology and biofuel production","field":"Energy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Chlorella sorokiniana; Food science; Chemistry; Biomass (ecology); Linoleic acid; Polysaccharide; Oleic acid; Palmitic acid; Polyunsaturated fatty acid; Fatty acid; Botany; Biochemistry; Chlorella; Biology; Algae; Agronomy","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":[0.0001505385,0.0007491772,0.0004550669,0.0009235532,0.0003330602,0.0004264684,0.000168133,0.000352277,0.0002818717],"category_scores_gemma":[0.0001755147,0.0001697424,0.0003772445,0.0008156967,0.0002003521,0.0003082825,0.0003589773,0.0003235771,0.0001405928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001892284,"about_ca_system_score_gemma":0.0003687351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0030108,"about_ca_topic_score_gemma":0.004353064,"domain_scores_codex":[0.9998562,0.00001280695,0.00001363227,0.00003832468,0.00005104189,0.00002801491],"domain_scores_gemma":[0.9998611,0.00002487953,0.00002023464,0.00001064462,0.00005917577,0.00002392242],"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":[0.00004386239,0.00001003453,0.0007149084,0.00003953996,0.000003769363,0.00003323827,0.00001941154,0.000019557,0.9984097,0.000003706465,0.00000405988,0.0006979873],"study_design_scores_gemma":[0.00001634005,0.0004971501,0.1367153,0.00003302167,0.00007285092,0.0004528002,0.0004256526,0.0004980827,0.858958,0.00004195615,0.002258595,0.00003025985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995758,0.0007102224,0.0008074077,0.00003507844,0.000007994667,0.00002946134,0.001963731,0.00002475054,0.0006634211],"genre_scores_gemma":[0.9857658,0.00138211,0.004475837,0.0000786379,0.000007672446,0.00008887697,0.006413591,0.00003312442,0.001754299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0030108,"threshold_uncertainty_score":0.005986571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814517012203686,"score_gpt":0.2329595513876515,"score_spread":0.2148143812656147,"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."}}