{"id":"W4402053776","doi":"10.1079/9781800623279.0008","title":"<i>Adelges tsugae</i>Annand, Hemlock Woolly Adelgid / Puceron lanigère de la pruche (Hemiptera: Adelgidae)","year":2024,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemiptera; Biology; Zoology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004708003,0.0006855213,0.000536234,0.0001208598,0.0002154856,0.0001252743,0.0006671158,0.0009909879,0.005580314],"category_scores_gemma":[0.00002004382,0.0006481198,0.0003243892,0.0000366844,0.0007442752,0.00008063581,0.0007914616,0.001153631,0.005969032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006378585,"about_ca_system_score_gemma":0.00007425639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009499193,"about_ca_topic_score_gemma":0.0003720954,"domain_scores_codex":[0.9973931,0.00005526982,0.0004821582,0.0009492974,0.0004274517,0.0006927056],"domain_scores_gemma":[0.9987172,0.0001327004,0.000184977,0.0006980294,0.000011932,0.0002551203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003150611,0.000161965,0.001181887,0.0009462847,0.001063101,0.003306265,0.004218758,0.000560637,0.003232268,0.4781498,0.3889963,0.1178677],"study_design_scores_gemma":[0.0003363875,0.0001443802,0.0004013695,0.0002019429,0.0002330955,0.0001396739,0.00002987071,0.00004980308,0.0003452238,0.03985305,0.9575621,0.0007030737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002316126,0.0008029099,0.00004629229,0.0002262167,0.0005710567,0.0006631942,0.00006070375,0.0002969847,0.9950165],"genre_scores_gemma":[0.04588329,0.0001676738,0.0002988746,0.001239844,0.0002813625,0.000137636,0.0000484849,0.0001563281,0.9517865],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5685658,"threshold_uncertainty_score":0.999597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006488536410067468,"score_gpt":0.2102851316207364,"score_spread":0.2037965952106689,"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."}}