{"id":"W6992053659","doi":"","title":"INVESTIGATING POPULATION DYNAMICS OF THE WHEAT STEM SAWFLY (CEPHUS CINCTUS) (HYMENOTERA: CEPHIDAE) IN CANADIAN AGROECOSYSTEMS","year":2022,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abiotic component; Sawfly; Population; Larva; Overwintering; Growing season; Population density","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":[0.00017445,0.0001788144,0.00009971452,0.0004824887,0.0007480925,0.0003464806,0.000340367,0.0001330895,0.0005240453],"category_scores_gemma":[0.0004193752,0.0001081235,0.0001098596,0.0005511559,0.0002541903,0.0002149912,0.0001807761,0.000224276,0.000059095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004352401,"about_ca_system_score_gemma":0.001982492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.823357,"about_ca_topic_score_gemma":0.9498016,"domain_scores_codex":[0.9998236,0.000009982833,0.000005224879,0.00004681098,0.0000660376,0.00004835715],"domain_scores_gemma":[0.999608,0.00003261531,0.0001054498,0.00001412388,0.0001694999,0.00007039185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003638223,0.00004479272,0.9813206,0.00002329933,0.00002343205,0.0000594608,0.0006382651,0.0002023286,0.009083125,0.00003646303,0.0001781689,0.008353801],"study_design_scores_gemma":[7.033521e-7,0.00001561279,0.9991705,0.000001790519,0.00000377528,0.00001089794,0.0002884668,0.0001596041,0.0001577507,0.000003435898,0.0001860259,0.000001361009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992934,0.00007027527,0.00006068139,0.00001448609,9.602174e-7,0.000006369567,0.0001703463,0.000002422883,0.0003810322],"genre_scores_gemma":[0.9988695,0.0001300437,0.000246702,0.00001753544,0.000001088594,0.000005695346,0.0003019956,9.746999e-7,0.0004265207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.176643,"threshold_uncertainty_score":0.3553666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005201115310748526,"score_gpt":0.1517481036398038,"score_spread":0.1465469883290553,"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."}}