{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002276372,0.0001024348,0.000102419,0.00001607159,0.001446423,0.0003846903,0.0006125779,0.00003518774,0.02142541],"category_scores_gemma":[0.0001435015,0.00004341067,0.00004431801,0.0003958585,0.00005020695,0.0001629379,0.0009452354,0.0001243321,0.02031428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004782599,"about_ca_system_score_gemma":1.719516e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000368043,"about_ca_topic_score_gemma":0.000001542781,"domain_scores_codex":[0.998966,0.0000983578,0.0001284691,0.000301679,0.0002346597,0.0002708462],"domain_scores_gemma":[0.9995685,0.0000260793,0.00006294808,0.00008506379,0.0001816689,0.00007579645],"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":[0.00005651575,0.0002259107,0.0004692789,0.00005184654,0.00008206169,0.0000176764,0.0005369383,0.00002985813,0.08928435,0.008241518,0.4216882,0.4793158],"study_design_scores_gemma":[0.0001095974,0.0001625962,0.05774874,0.000009848644,0.000005917452,0.00001392229,0.0003544427,0.00002618881,0.0001244843,0.00009066382,0.9412255,0.0001281529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7613921,0.00008487623,0.00001301353,0.002055615,0.000120932,0.0004366397,0.00008484916,0.0008625098,0.2349495],"genre_scores_gemma":[0.994573,0.0000264507,0.0000253129,0.0001477424,0.0001573015,2.005734e-8,0.0008839589,0.00003427632,0.004151968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5195372,"threshold_uncertainty_score":0.9998536,"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."}}