{"id":"W2152791375","doi":"10.1673/031.009.5801","title":"Preliminary Results on Evaluation of Chickpea,<i>Cicer arietinum</i>, Genotypes for Resistance to the Pulse Beetle,<i>Callosobruchus maculatus</i>","year":2009,"lang":"en","type":"article","venue":"Journal of Insect Science","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad de Córdoba; Akdeniz Üniversitesi; Alberta Agricultural Research Institute","keywords":"Callosobruchus maculatus; Biology; Resistance (ecology); Callosobruchus chinensis; Genotype; PEST analysis; Horticulture; Pulse (music); Agronomy; Botany; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00392233,0.0001493095,0.0002210094,0.00004714763,0.0005132989,0.00007987045,0.0008431982,0.00004047574,0.00001737379],"category_scores_gemma":[0.001956958,0.00004485509,0.0001389481,0.001060934,0.0001581946,0.0002543356,0.0000761975,0.0001428607,0.000005544116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001025105,"about_ca_system_score_gemma":0.00004290553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001592409,"about_ca_topic_score_gemma":0.000152612,"domain_scores_codex":[0.997333,0.0001016422,0.0005435557,0.0002816103,0.00144423,0.0002959344],"domain_scores_gemma":[0.9977089,0.0004115088,0.0005807299,0.0001086198,0.001092614,0.00009760125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007343378,0.0007116852,0.0007834406,0.00003123999,0.0000863415,0.00001083568,0.002600956,0.007148126,0.7186081,0.002562661,0.057328,0.2027852],"study_design_scores_gemma":[0.0005428952,0.004038943,0.9727351,0.0001376016,0.00008609429,0.00001020955,0.0003372508,0.0001740716,0.009314735,0.001968489,0.01045265,0.0002019591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724505,0.000340885,0.00001512841,0.02144631,0.0002679536,0.0006662808,0.00002387804,0.00001082227,0.004778225],"genre_scores_gemma":[0.9975431,0.00004748485,0.0005533196,0.001262257,0.0003479526,0.000008732628,0.000002557599,6.695095e-7,0.0002339293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9719517,"threshold_uncertainty_score":0.3947932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03907222250460789,"score_gpt":0.2734778344983969,"score_spread":0.234405611993789,"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."}}