{"id":"W4396919035","doi":"10.1007/978-3-031-56011-8_14","title":"Management Approaches for Biological Control of Invasive Species","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Intelligent Mechatronic Systems (Canada)","funders":"","keywords":"Invasive species; Biology; Geography; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004334759,0.0008697722,0.0003386865,0.0008849044,0.0004731515,0.002028231,0.001615487,0.001509428,0.01878812],"category_scores_gemma":[0.0004162571,0.0002200738,0.0003087469,0.0009094125,0.001370569,0.001559303,0.0007955001,0.001780504,0.0038328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001261925,"about_ca_system_score_gemma":0.0008678656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001934081,"about_ca_topic_score_gemma":0.005619282,"domain_scores_codex":[0.9997445,0.00006254432,0.000008462694,0.00003959882,0.0001250441,0.00001992634],"domain_scores_gemma":[0.9998758,0.00007277649,0.00001399958,0.000009649198,0.00002079027,0.000007121796],"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":[0.0000216554,0.0001174913,0.0001498144,0.0008562789,0.00001913336,0.000179362,0.0005922976,0.004037482,0.004971063,0.4677857,0.08278354,0.4384862],"study_design_scores_gemma":[0.000005928797,0.00003672635,0.0003547331,0.0005848905,0.000009822761,0.0003282763,0.0001666884,0.001335197,0.0007320644,0.08746039,0.9089741,0.00001127004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001418779,0.1154496,0.03600014,0.004641504,0.001432873,0.00008945188,0.00008362191,0.0001483345,0.8407356],"genre_scores_gemma":[0.0458344,0.2106757,0.07271928,0.005055122,0.001564968,0.0003006819,0.0002354928,0.0001789755,0.6634354],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01878812,"threshold_uncertainty_score":0.06285256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043237622875514,"score_gpt":0.2091744424696706,"score_spread":0.1048506801821192,"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."}}