{"id":"W4297918299","doi":"","title":"Challenges and opportunities for integrated pest management in Europe and worldwide : a european perspective","year":2016,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Perspective (graphical); Integrated pest management; PEST analysis; Business; Computer science; Ecology; Biology; Marketing; Artificial intelligence","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":[0.009512196,0.0008492238,0.00113887,0.001074405,0.001184466,0.007288937,0.001238305,0.006410818,0.006499855],"category_scores_gemma":[0.00334272,0.0002467167,0.0007698063,0.001608963,0.00233382,0.009808797,0.004796059,0.00304997,0.0005207495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002764371,"about_ca_system_score_gemma":0.006559779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004494056,"about_ca_topic_score_gemma":0.003256776,"domain_scores_codex":[0.9976994,0.0005628961,0.0001615223,0.0002893797,0.0005422739,0.0007445966],"domain_scores_gemma":[0.9972435,0.0008344618,0.000447391,0.000128224,0.0007326259,0.0006138213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004702497,0.0004948142,0.00800572,0.00282248,0.0004168184,0.001790026,0.003268148,0.004664494,0.007434593,0.3375236,0.1010591,0.5320501],"study_design_scores_gemma":[0.00007346604,0.0004050361,0.02572385,0.00435254,0.0002285408,0.001479748,0.01493235,0.002120658,0.001833447,0.1856525,0.7630596,0.0001383237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04222449,0.4613566,0.009908589,0.411086,0.003094018,0.00004125957,0.000530578,0.0001589886,0.07159951],"genre_scores_gemma":[0.6019525,0.2899473,0.01762529,0.07520346,0.002580088,0.0000865536,0.0008162708,0.00006863219,0.01171996],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009512196,"threshold_uncertainty_score":0.0503059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04061034251062117,"score_gpt":0.2311850693057462,"score_spread":0.190574726795125,"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."}}