{"id":"W6969376214","doi":"10.5281/zenodo.5587602","title":"Lariophagus distinguendus","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Callosobruchus maculatus; Vigna; Tamil; China; Callosobruchus chinensis","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":[0.0001102695,0.000531422,0.0002646299,0.001384772,0.001206104,0.0003706598,0.0002630409,0.000412578,0.008455807],"category_scores_gemma":[0.0001654559,0.0001452635,0.0001712024,0.0003211688,0.0002661666,0.0005846129,0.0006329278,0.0003623057,0.003175555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004725059,"about_ca_system_score_gemma":0.0002003981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006473161,"about_ca_topic_score_gemma":0.0154751,"domain_scores_codex":[0.9998728,0.00001041531,0.000007703296,0.00004962745,0.000028699,0.00003060724],"domain_scores_gemma":[0.9999017,0.00001891004,0.00002924463,0.000008943193,0.00002124135,0.0000200086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001713657,0.0002515703,0.1236546,0.001815654,0.0001519934,0.007238185,0.00360678,0.001145944,0.29131,0.003677582,0.02731037,0.5381236],"study_design_scores_gemma":[0.00008014077,0.000589259,0.6781933,0.0005210011,0.0002245682,0.01322629,0.003795947,0.001099608,0.02141444,0.001662309,0.2791257,0.00006741114],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7291875,0.01165714,0.003129469,0.0004617506,0.0003442854,0.0001620688,0.003437025,0.0007060894,0.2509146],"genre_scores_gemma":[0.9790298,0.001214149,0.001440094,0.0002813982,0.00007105758,0.00003052846,0.001441658,0.00002738892,0.0164638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008455807,"threshold_uncertainty_score":0.02828753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02823679066412784,"score_gpt":0.2049187188195018,"score_spread":0.176681928155374,"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."}}