{"id":"W177016256","doi":"10.1007/978-3-662-04584-8_18","title":"Pneumatic Control of Insects in Plant Protection","year":2001,"lang":"en","type":"book-chapter","venue":"","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Control (management); Environmental science; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001348802,0.0002026655,0.000395872,0.00003306197,0.0000327385,0.00002176684,0.0001480322,0.000286698,0.001435334],"category_scores_gemma":[0.00001830186,0.00006973297,0.0001023623,0.00004547173,0.00004595189,0.00005824261,0.00001649164,0.0002216088,0.00004247228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003787421,"about_ca_system_score_gemma":0.00001389948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001333468,"about_ca_topic_score_gemma":0.007584846,"domain_scores_codex":[0.9990259,0.00002461831,0.0003625614,0.0002156392,0.0001935988,0.0001777142],"domain_scores_gemma":[0.9995509,0.0001078131,0.000211952,0.00004747504,0.00004918704,0.00003266457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008699707,0.0002788348,0.0006763238,0.0003143346,0.0002142775,0.0001963013,0.0001833781,0.00007976644,0.3252058,0.4625514,0.0004207899,0.2090089],"study_design_scores_gemma":[0.007994799,0.01089828,0.124728,0.004617741,0.0003685317,0.0005184691,0.0005595462,0.003360491,0.004387513,0.4783036,0.3583844,0.005878731],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05055068,0.0001936801,0.00001059948,0.0003305784,0.0001128347,0.001002466,0.00007513476,0.00007087364,0.9476532],"genre_scores_gemma":[0.9520862,0.00006835697,0.000003550814,0.00006843324,0.0001281437,0.00002862384,0.00003035011,0.00000130629,0.04758502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9015355,"threshold_uncertainty_score":0.9994775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02517995474403574,"score_gpt":0.1820148792606228,"score_spread":0.156834924516587,"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."}}