{"id":"W2055828109","doi":"10.1007/s10526-007-9121-1","title":"Bad side of a good beetle: the North American experience with Harmonia axyridis","year":2007,"lang":"en","type":"article","venue":"BioControl","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":189,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Université du Québec à Montréal","keywords":"Harmonia axyridis; Animal ecology; Coccinellidae; Biology; Generalist and specialist species; Ecology; Overwintering; Introduced species; Biological pest control; Invasive species; Predator; Predation; Habitat","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":[0.0002463618,0.0001827309,0.0003012574,0.000009936397,0.0001743601,0.00003458951,0.0004948716,0.00004596265,0.000108867],"category_scores_gemma":[0.0001419984,0.00004541462,0.0001181673,0.0004872068,0.0007094957,0.00006365488,0.00005764624,0.0001318284,0.00001455486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001911923,"about_ca_system_score_gemma":0.000008720127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007845257,"about_ca_topic_score_gemma":0.009154909,"domain_scores_codex":[0.9986677,0.00006292156,0.0002900946,0.0002916588,0.0002668364,0.0004207509],"domain_scores_gemma":[0.9987891,0.000596859,0.0002519428,0.0001152557,0.0001321124,0.0001146776],"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":[0.0005404974,0.0001256395,0.3383961,0.00000208196,0.00005395955,0.00001732132,0.000164955,0.000001962519,0.502681,0.000505281,0.000167393,0.1573439],"study_design_scores_gemma":[0.0002849821,0.0009109908,0.9741473,0.000005446083,0.00001471041,0.00000596658,0.0007369023,0.000005268723,0.01148343,0.00001953473,0.01222825,0.0001572757],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948097,0.0002601065,0.00004085618,0.002662696,0.00003815932,0.000400057,0.0000421354,0.00004753281,0.001698771],"genre_scores_gemma":[0.9984306,0.00002136792,0.0001067349,0.001057538,0.0002274501,0.00003931019,0.00000719463,0.000001097877,0.0001086706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6357512,"threshold_uncertainty_score":0.5108654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472705200087599,"score_gpt":0.2131106438331972,"score_spread":0.1983835918323212,"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."}}