{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003474553,0.0001775314,0.0002858716,0.000132821,0.0002461909,0.00002520093,0.0002047241,0.0001602234,0.0001426713],"category_scores_gemma":[0.000108056,0.0001134709,0.0003509672,0.0003887986,0.00008514267,0.0001789633,0.00002454537,0.0001607974,0.00003057843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000311683,"about_ca_system_score_gemma":0.00001251708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366885,"about_ca_topic_score_gemma":0.0002846977,"domain_scores_codex":[0.9988764,0.00009205176,0.0002907376,0.0003528446,0.00009877634,0.0002892071],"domain_scores_gemma":[0.9990867,0.0003192185,0.0001403952,0.0003445735,0.00007005427,0.00003904622],"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":[0.0003045456,0.00021901,0.06877094,0.0002275914,0.0033328,5.999428e-7,0.003832161,0.007984914,0.8861378,0.002810078,0.0004289658,0.02595057],"study_design_scores_gemma":[0.0003708827,0.0002113899,0.05572391,0.00002405944,0.0005990149,0.000001673315,0.0005858417,0.0005392144,0.9401239,0.0006250605,0.0009383368,0.0002567018],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965988,0.000124373,0.0004907836,0.000184523,0.0002756817,0.000361537,0.00000523912,0.00005825879,0.00190079],"genre_scores_gemma":[0.9990788,0.00001203238,0.0001452024,0.000090407,0.000198834,0.00003858043,0.00003924286,0.00001776801,0.0003791708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05398608,"threshold_uncertainty_score":0.4627208,"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."}}