{"id":"W4200394028","doi":"10.31590/ejosat.939277","title":"Bitki Paraziti Nematodlarla Mücadelede Biyoteknolojik Yaklaşımlar","year":2021,"lang":"tr","type":"article","venue":"European Journal of Science and Technology","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Horticulture; Chemistry; Biology","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":[0.001791359,0.0002296512,0.0004333486,0.0003008517,0.0008630494,0.0003888588,0.0008756646,0.00007352619,0.0001922411],"category_scores_gemma":[0.0004617128,0.0001112203,0.0000881399,0.003480206,0.002580361,0.0005566173,0.0008540365,0.0003908369,0.00009656217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002663457,"about_ca_system_score_gemma":0.00007814766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.832254e-7,"about_ca_topic_score_gemma":0.000003815322,"domain_scores_codex":[0.997646,0.0001322809,0.0006858878,0.0004380634,0.0006033639,0.0004944234],"domain_scores_gemma":[0.9977173,0.00005055918,0.0006051593,0.0001187797,0.001339581,0.0001686643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000319116,0.0002942854,0.014746,0.00005903613,0.0001329463,0.002151142,0.0003975703,9.11349e-7,0.7170255,0.02939952,0.007838153,0.227923],"study_design_scores_gemma":[0.001588457,0.002174528,0.1415858,0.0007556028,0.0002647417,0.003206049,0.02109293,0.00006906576,0.06718635,0.005044678,0.7559741,0.001057724],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9437376,0.005822823,0.00002519815,0.04128925,0.0006020876,0.00008039524,0.000006724435,0.00004805056,0.008387919],"genre_scores_gemma":[0.9917547,0.005725315,0.0002873373,0.0006026038,0.0002821937,6.151623e-7,0.000001401434,0.000003650794,0.001342256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7481359,"threshold_uncertainty_score":0.9507449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747045073531466,"score_gpt":0.2196692433099057,"score_spread":0.202198792574591,"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."}}