{"id":"W2390168538","doi":"","title":"Analysis on Factors Affecting the Growing of Transgenic Chlorella for Preparing Microalgae Oils","year":2013,"lang":"en","type":"article","venue":"Hubei nongye kexue","topic":"Algal biology and biofuel production","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chlorella vulgaris; Chlorella; Strain (injury); Food science; Biology; Botany; Chemistry; Algae; Biotechnology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001882697,0.0004643055,0.0003798778,0.0003547716,0.0001853464,0.0004335606,0.0001337974,0.000205997,0.0004741724],"category_scores_gemma":[0.0002859181,0.0001809065,0.000333192,0.000356864,0.0001944596,0.0003622219,0.0001723976,0.0004140469,0.0001548924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004078396,"about_ca_system_score_gemma":0.0004483525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00550754,"about_ca_topic_score_gemma":0.006548491,"domain_scores_codex":[0.9998437,0.00001443965,0.00001664948,0.00003240684,0.0000497365,0.0000430461],"domain_scores_gemma":[0.9997966,0.00005199495,0.00004489701,0.000008635991,0.0000592688,0.0000386766],"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":[0.00004346046,0.00001126089,0.0004246929,0.00002543458,0.00000198027,0.00003205095,0.00001639806,0.00002661317,0.9989765,0.000009836494,0.000008658022,0.0004230565],"study_design_scores_gemma":[0.000006630562,0.0001543709,0.02371881,0.000007360237,0.00003639714,0.0000776294,0.0001752127,0.0006280226,0.9743059,0.00003545689,0.0008392078,0.00001501082],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942468,0.001359376,0.002413896,0.00007779854,0.00002110457,0.00004783586,0.0006632171,0.00005818957,0.00111187],"genre_scores_gemma":[0.9926872,0.001270247,0.002854491,0.00008189906,0.00000617498,0.0000593925,0.001152168,0.00003231742,0.001856154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00550754,"threshold_uncertainty_score":0.01095092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684151856802767,"score_gpt":0.244153439655835,"score_spread":0.2273119210878073,"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."}}