{"id":"W1999243198","doi":"10.1139/w00-086","title":"A factorial design analysis of chitin production by <i>Cunninghamella elegans</i>","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Microbial Metabolites in Food Biotechnology","field":"Nursing","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chitin; Factorial experiment; Chitosan; Food science; Biology; Fractional factorial design; Thiamine; Chemistry; Botany; Biochemistry; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.00222967,0.001862381,0.004029179,0.001208007,0.0007912853,0.0014343,0.001643956,0.001100836,0.002614302],"category_scores_gemma":[0.001844392,0.000819303,0.001786894,0.0009664816,0.0009023899,0.0005108524,0.0007305333,0.001703602,0.0003818487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001996656,"about_ca_system_score_gemma":0.001821293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002040875,"about_ca_topic_score_gemma":0.002412965,"domain_scores_codex":[0.9952301,0.001121642,0.0005845434,0.001363117,0.0009507809,0.0007499093],"domain_scores_gemma":[0.9959452,0.001435504,0.0008636724,0.0004545087,0.0007185186,0.0005825984],"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":[0.03428999,0.004341587,0.001183373,0.0010655,0.0003834821,0.0000908659,0.0001289914,0.002025228,0.9460318,0.0001954323,0.0001780715,0.01008561],"study_design_scores_gemma":[0.003976203,0.211499,0.0285434,0.0000659648,0.001617324,0.0001286481,0.0002148127,0.008438621,0.7381287,0.0003269794,0.006753682,0.0003067267],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829685,0.000827854,0.009229124,0.00008438846,0.0002321359,0.003366127,0.001810363,0.0002353629,0.00124622],"genre_scores_gemma":[0.9085075,0.001158572,0.06501934,0.0003409139,0.0001121979,0.01509668,0.002875009,0.0001388218,0.006750939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004029179,"threshold_uncertainty_score":0.01448679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009603707147491246,"score_gpt":0.2156853010572573,"score_spread":0.206081593909766,"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."}}