{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001383397,0.0003223759,0.0002132917,0.0002037655,0.005334669,0.001493177,0.0005494257,0.0008104074,0.003158322],"category_scores_gemma":[0.001505114,0.0001669687,0.0001129803,0.0003563486,0.002352042,0.001265296,0.001517641,0.001391378,0.0002869372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001414021,"about_ca_system_score_gemma":0.001451307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07834519,"about_ca_topic_score_gemma":0.3212561,"domain_scores_codex":[0.999203,0.0003456871,0.00001291132,0.00009258617,0.0001559255,0.00018991],"domain_scores_gemma":[0.999083,0.0003300256,0.0001226256,0.00005321556,0.0001379697,0.000273091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000810891,0.001761112,0.1226582,0.0003326519,0.00009677492,0.008501943,0.5176404,0.0005391107,0.01321456,0.005074934,0.02750165,0.3018678],"study_design_scores_gemma":[0.00003870187,0.0009362821,0.2110079,0.00018821,0.0001239692,0.007216976,0.5585468,0.000481087,0.003226575,0.001782104,0.2163566,0.00009476513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748838,0.001609678,0.0002201506,0.005377791,0.00006231738,0.00000937147,0.00001762368,0.00001031737,0.01780888],"genre_scores_gemma":[0.9822075,0.003275053,0.0003423202,0.001901476,0.00003837637,0.000007906552,0.00002837251,0.00001608856,0.01218293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07834519,"threshold_uncertainty_score":0.1557783,"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."}}