{"id":"W2171899438","doi":"10.1139/x05-190","title":"Confined field release of <i>Laricobius nigrinus</i> (Coleoptera: Derodontidae), a predator of the hemlock woolly adelgid, <i>Adelges tsugae</i> (Hemiptera: Adelgidae), in Virginia","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Forest Service","keywords":"Biology; Tsuga; Predator; Predation; Western Hemlock; Biological pest control; Hemiptera; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001541718,0.0001887973,0.0003985855,0.0004410141,0.0001859256,0.00003827655,0.001126855,0.0001987924,0.00113907],"category_scores_gemma":[0.0004390778,0.0001493546,0.0001832513,0.001106456,0.0007437776,0.0001887765,0.0001812283,0.0008563478,0.00002451712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003559354,"about_ca_system_score_gemma":0.0006884458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09017265,"about_ca_topic_score_gemma":0.7200828,"domain_scores_codex":[0.9971068,0.0003178758,0.0008648721,0.0002618846,0.0006959233,0.0007526546],"domain_scores_gemma":[0.9983252,0.0003363754,0.0003561791,0.0004869663,0.0001382444,0.000357095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002004373,0.0001375353,0.9416702,0.00005973381,0.00003682116,0.0002337488,0.0003123561,0.003737428,0.001765164,0.001044075,0.04980031,0.001002156],"study_design_scores_gemma":[0.001170646,0.000538828,0.9728272,0.0001771311,0.00002241428,0.00007010237,0.0001310145,0.00008560267,0.005363949,0.001668471,0.01778659,0.0001580771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838005,0.0003370694,0.00003332915,0.00129747,0.000195517,0.0004673886,0.00003444968,0.000002705204,0.01383153],"genre_scores_gemma":[0.998163,0.00004105692,0.000221608,0.0002460339,0.00006171627,0.00001836742,0.000003087846,0.00001703187,0.001228131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6299101,"threshold_uncertainty_score":0.999774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042939184650844,"score_gpt":0.2349788324236017,"score_spread":0.2245494405770932,"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."}}