{"id":"W1624187503","doi":"","title":"The Roundheaded Apple-Tree Borer","year":2010,"lang":"en","type":"book","venue":"Lincoln (University of Nebraska)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apple tree; Bark (sound); Tree (set theory); Insect; Biology; Horticulture; Larva; Botany; Toxicology; Mathematics; Ecology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002623502,0.0002060569,0.0002528423,0.00005923846,0.0006240643,0.00001726743,0.001064478,0.0004745787,0.004858903],"category_scores_gemma":[0.00001381087,0.0002000326,0.0001769751,0.0001180724,0.001124237,0.0001308815,0.0008679242,0.0005955553,0.002040464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002583417,"about_ca_system_score_gemma":0.00008243644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004752309,"about_ca_topic_score_gemma":0.03308566,"domain_scores_codex":[0.9988142,0.00003936925,0.0001330036,0.000376167,0.0003378759,0.0002993638],"domain_scores_gemma":[0.9989149,0.0001474932,0.0002515324,0.0005750681,0.00001384279,0.00009716199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008672506,0.00008992943,0.0006668904,0.00003202493,0.0001217821,0.00007283268,0.0004544539,0.00006658577,0.0001207634,0.01806771,0.9607602,0.01946015],"study_design_scores_gemma":[0.0003286737,0.00008494109,0.01696193,0.00001327356,0.00007826803,0.000003714052,0.0001834623,0.00009294893,0.000004247969,0.009434861,0.9726027,0.0002109942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004076592,0.00007046921,0.0002180454,0.001011343,0.0005792149,0.0005928845,0.00003602282,0.00006129488,0.9933541],"genre_scores_gemma":[0.006329018,0.0001306567,0.0007602434,0.0001800852,0.00008752108,0.000001318836,0.00006753357,0.00002036327,0.9924232],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03261042,"threshold_uncertainty_score":0.9987366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005131352521600985,"score_gpt":0.1667911253281695,"score_spread":0.1616597728065685,"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."}}