{"id":"W2894702447","doi":"10.1080/09583157.2018.1531111","title":"A review on the genus <b> <i>Metarhizium</i> </b> as an entomopathogenic microbial biocontrol agent with emphasis on its use and utility in Mexico","year":2018,"lang":"en","type":"review","venue":"Biocontrol Science and Technology","topic":"Entomopathogenic Microorganisms in Pest Control","field":"Agricultural and Biological Sciences","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Universidad Nacional Autónoma de México; Consejo Nacional de Ciencia y Tecnología","keywords":"Metarhizium; Biology; Biological pest control; Entomopathogenic fungus; Beauveria; Insect; Host (biology); Hemiptera; Metarhizium anisopliae; Botany; Ecology; Beauveria bassiana","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003177033,0.0008363405,0.001780808,0.0003092501,0.0006175301,0.0003567336,0.001745417,0.000611229,0.0000985658],"category_scores_gemma":[0.001291599,0.0002837777,0.0002012691,0.002944767,0.001952196,0.0003130206,0.0003712575,0.0007073865,0.00009783407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730857,"about_ca_system_score_gemma":0.0002823553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001141552,"about_ca_topic_score_gemma":0.0007264229,"domain_scores_codex":[0.9949442,0.0005677624,0.0008346153,0.001992333,0.0005852132,0.001075859],"domain_scores_gemma":[0.9975172,0.0005672076,0.0005738148,0.0006663385,0.0003894962,0.0002859036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000064799,0.0002225815,0.00007381493,0.0004643007,0.00004221703,0.00004966584,0.00001535677,8.683962e-9,0.008471702,0.0008942875,0.0002081167,0.9894931],"study_design_scores_gemma":[0.0006450819,0.00217221,0.0001153117,0.006612286,0.0004224331,0.0004832189,0.000025779,0.00001177104,0.0006815786,0.0001102004,0.9880248,0.0006953217],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06147609,0.9308646,7.343479e-7,0.002590211,0.0001386426,0.004501398,0.0002380696,0.0001360419,0.00005418626],"genre_scores_gemma":[0.04181618,0.9538899,0.0000300059,0.003433535,0.0001377184,0.0006241984,0.00002064324,0.000009783368,0.00003805362],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9887978,"threshold_uncertainty_score":0.9999614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04493145139497212,"score_gpt":0.2808091840820042,"score_spread":0.2358777326870321,"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."}}