{"id":"W76089129","doi":"","title":"Farming weed biocontrol agents: a Canadian test case in insect mass-production.","year":2007,"lang":"en","type":"article","venue":"","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Weed; Biological pest control; Weed control; Production (economics); Insect; Agronomy; Agroforestry; Biology; Agriculture; Ecology; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001258121,0.0005516731,0.0002653967,0.0007416412,0.005607178,0.001154744,0.001162588,0.0008750728,0.003100787],"category_scores_gemma":[0.003103859,0.0001732003,0.0003103619,0.001435936,0.00129316,0.0005632041,0.0007884736,0.0009827591,0.0002161447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03063486,"about_ca_system_score_gemma":0.02826194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9864143,"about_ca_topic_score_gemma":0.9955367,"domain_scores_codex":[0.9990178,0.0002268388,0.00001591579,0.0000865827,0.0003697475,0.0002829442],"domain_scores_gemma":[0.9981982,0.0004250842,0.0001415616,0.00008346622,0.0008562621,0.0002954189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004477033,0.00429016,0.3052934,0.0012233,0.000372673,0.01012019,0.01228631,0.01736819,0.07494703,0.04708958,0.07198477,0.4505474],"study_design_scores_gemma":[0.001389556,0.006184331,0.6023362,0.0003446109,0.0008291294,0.003416456,0.04251543,0.03051899,0.03638114,0.009828551,0.2659059,0.0003497975],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8788948,0.003967375,0.003818492,0.008118425,0.00007211404,0.0005078402,0.00131275,0.0001198042,0.1031884],"genre_scores_gemma":[0.9648928,0.003902451,0.009846303,0.001081779,0.00001434653,0.00008789,0.0005669359,0.00002323268,0.01958425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03063486,"threshold_uncertainty_score":0.2222725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0405491980556864,"score_gpt":0.224270873625835,"score_spread":0.1837216755701486,"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."}}