{"id":"W2988172630","doi":"10.1186/s13568-019-0907-1","title":"Optimization of agro-residues as substrates for Pleurotus pulmonarius production","year":2019,"lang":"en","type":"article","venue":"AMB Express","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"National Key Research and Development Program of China; Special Fund for Agro-scientific Research in the Public Interest; People's Government of Jilin Province","keywords":"Production (economics); Pleurotus; Chemistry; Biotechnology; Food science; Biology; Mushroom","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":[0.0001658029,0.0005159506,0.0003786431,0.0002510273,0.00009323844,0.0003782301,0.0002351309,0.000172579,0.0005375115],"category_scores_gemma":[0.0001319321,0.0001254,0.0002569763,0.0002484688,0.0001000631,0.0001931119,0.0002431332,0.0002352428,0.0001373777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002229164,"about_ca_system_score_gemma":0.0001985773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005014249,"about_ca_topic_score_gemma":0.001104793,"domain_scores_codex":[0.9998839,0.00002291409,0.00001495789,0.00002534533,0.00003489642,0.00001805597],"domain_scores_gemma":[0.9999175,0.0000110697,0.000030716,0.000006895351,0.00001075899,0.00002299693],"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":[0.0001051334,0.00005278668,0.0003618961,0.0000481713,0.000006447935,0.00003429691,0.000003100183,0.0007744898,0.9968533,0.00001746855,0.0000070839,0.001735912],"study_design_scores_gemma":[0.00002676791,0.001148597,0.006655192,0.00001055463,0.00005003083,0.00006874125,0.00003643704,0.003792218,0.9873946,0.00002648761,0.0007824815,0.000008011914],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997223,0.0002445708,0.001949824,0.00001162072,0.00000492227,0.00002611406,0.0000887743,0.00003137428,0.0004197512],"genre_scores_gemma":[0.993681,0.0002923357,0.005335448,0.00001046453,0.000001732795,0.00002765519,0.0001959541,0.00001171123,0.0004435921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005375115,"threshold_uncertainty_score":0.001798153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417151477443199,"score_gpt":0.2732853535920645,"score_spread":0.2591138388176325,"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."}}