{"id":"W1969635259","doi":"10.1186/1753-6561-5-s8-p71","title":"Insect cell lines and baculoviruses as effective biocontrol agents of forest pests","year":2011,"lang":"en","type":"article","venue":"BMC Proceedings","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Biology; Lymantria dispar; Cabbage looper; Tarnished plant bug; Insect; Lygus; Biological pest control; Botany; Lepidoptera genitalia; Hemiptera; Miridae","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":[],"consensus_categories":[],"category_scores_codex":[0.00008023436,0.0001662748,0.0001580496,0.0000544815,0.00006831126,0.00001878935,0.0001171301,0.0001268814,0.00003708402],"category_scores_gemma":[0.0001316496,0.0001399236,0.00009462328,0.00007254714,0.00009105258,0.00001070963,0.0001215917,0.00005121781,0.000009501786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005003948,"about_ca_system_score_gemma":0.00003391534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001208321,"about_ca_topic_score_gemma":0.00002252774,"domain_scores_codex":[0.9992281,0.00001259939,0.0001715797,0.0003141486,0.00009265282,0.0001809693],"domain_scores_gemma":[0.999498,0.00001021442,0.0001341106,0.0001001101,0.0001496243,0.0001079621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004003645,0.0001782419,0.4274704,0.0002191074,0.00003893787,7.828115e-7,0.0002345613,0.000002236234,0.568408,0.0001117328,0.002644065,0.0002915571],"study_design_scores_gemma":[0.00102236,0.001158086,0.2049846,0.00004365066,0.00004457389,0.00001227201,0.00009205972,0.0000189319,0.7905522,0.0004047326,0.001458816,0.0002077443],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927946,0.0007033397,0.00006395405,0.000003476445,0.00009917763,0.0003773498,0.00001188199,0.00001812488,0.005928108],"genre_scores_gemma":[0.9988809,0.0001259826,0.0002920364,0.000136944,0.0001527472,0.00009251194,0.000007385975,0.00002234865,0.0002891527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2224859,"threshold_uncertainty_score":0.5705918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965221572919684,"score_gpt":0.2503825184246007,"score_spread":0.2307303026954039,"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."}}