{"id":"W56051850","doi":"10.1007/978-1-4020-5799-1_18","title":"TAC–TICS: TRANSPOSON-BASED BIOLOGICAL PEST MANAGEMENT SYSTEMS","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transposable element; Biology; Population; Transformation (genetics); Genetics; Gene; Insect; Computational biology; Mutant; Ecology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000222696,0.001031944,0.0006167135,0.000961867,0.0002789675,0.001445105,0.001257871,0.0008520221,0.008556802],"category_scores_gemma":[0.0001564337,0.000461877,0.0004441093,0.001026193,0.0005582745,0.001219251,0.0005940979,0.002080663,0.01036784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000534351,"about_ca_system_score_gemma":0.0002488469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003852276,"about_ca_topic_score_gemma":0.0007872885,"domain_scores_codex":[0.9997993,0.00001350142,0.00001192965,0.00003285186,0.0001232965,0.00001920824],"domain_scores_gemma":[0.9999367,0.00001708518,0.00001086766,0.00001084992,0.00001338164,0.00001116488],"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":[0.0001152256,0.0001047447,0.0001011948,0.001009717,0.00004156187,0.0002759948,0.0001165251,0.001588371,0.502589,0.0498312,0.04698002,0.3972464],"study_design_scores_gemma":[0.00001927224,0.0001247707,0.0003307248,0.0001066252,0.00003745103,0.001843646,0.00002590943,0.002730627,0.2028387,0.00909497,0.7828084,0.00003882736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02576622,0.1012488,0.5518285,0.002123624,0.003567452,0.0003454385,0.003005187,0.01562517,0.2964896],"genre_scores_gemma":[0.1181114,0.08370756,0.3115876,0.002340049,0.0006690225,0.0005777423,0.006897753,0.002321195,0.4737878],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008556802,"threshold_uncertainty_score":0.02862537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207194570065571,"score_gpt":0.2782192219598917,"score_spread":0.2574997649533346,"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."}}