{"id":"W23032994","doi":"10.1023/a:1023613008271","title":"Development and reproductive biology of Laricobius nigrinus, a potential biological control agent of Adelges tsugae","year":2003,"lang":"en","type":"article","venue":"BioControl","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Forest Service; Natural Resources Canada; Canadian Natural Resources Limited","keywords":"Biology; Voltinism; Instar; Biological pest control; Animal ecology; Larva; Aestivation; Ecology; Zoology","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":[0.0004829769,0.0001260366,0.0002802541,0.0000463835,0.00006000037,0.000002956288,0.0001182488,0.0001136356,0.0005725283],"category_scores_gemma":[0.0001209441,0.00009596053,0.00004962359,0.00009832735,0.0004181362,0.00002731563,0.00008235667,0.00006599115,0.00002251493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003760403,"about_ca_system_score_gemma":0.00001293557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007762676,"about_ca_topic_score_gemma":0.00004264629,"domain_scores_codex":[0.9988698,0.0001440122,0.0003188991,0.0003532682,0.00008272568,0.0002313079],"domain_scores_gemma":[0.9995357,0.00004376206,0.0001669077,0.0001905857,0.00001063914,0.00005245151],"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":[0.000736464,0.001287795,0.3798017,0.00005011572,0.0005751367,0.00003292105,0.001093445,0.0006626287,0.5667862,0.02870669,0.001050318,0.01921658],"study_design_scores_gemma":[0.005560492,0.001100282,0.8605858,0.00001262903,0.0001088392,0.00003776181,0.0003456153,0.0001583665,0.06242604,0.002900385,0.0663235,0.0004402891],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960181,0.000386227,0.001510844,0.00008592084,0.0001347147,0.0005283233,0.00001427875,0.00001135238,0.001310222],"genre_scores_gemma":[0.9971405,0.0000379065,0.002494515,0.0001169919,0.00001351605,0.00006231463,0.00000357835,0.000004632023,0.0001260222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5043602,"threshold_uncertainty_score":0.6268784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014001166276081,"score_gpt":0.2094799608337788,"score_spread":0.199339949171018,"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."}}