{"id":"W1480869617","doi":"10.1111/afe.12083","title":"Patterns of diapause frequency and emergence in swede midges of southern Ontario","year":2014,"lang":"en","type":"article","venue":"Agricultural and Forest Entomology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs; University of Guelph","keywords":"Diapause; Biology; Midge; photoperiodism; Voltinism; PEST analysis; Larva; Growing season; Ecology; Zoology; Horticulture","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006895671,0.00007181906,0.0001437326,0.00001677997,0.0000295006,0.000001352559,0.00006545913,0.00004411558,0.0002595857],"category_scores_gemma":[0.00001295893,0.00004429708,0.00001398382,0.00004466999,0.0001426878,0.00005145021,0.0001458053,0.00004588171,0.000008454419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001028718,"about_ca_system_score_gemma":8.154931e-7,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04267182,"about_ca_topic_score_gemma":0.6684784,"domain_scores_codex":[0.9995205,0.0000274719,0.0001426422,0.0001398858,0.00004435931,0.0001250912],"domain_scores_gemma":[0.9998301,0.00003002949,0.0000643856,0.00004946299,0.000004142524,0.0000218953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004209778,0.00003636211,0.9959457,0.0000130837,0.00001001612,0.000001163398,0.001742362,0.00001882512,0.001233038,0.0006758184,0.0001719865,0.0001474471],"study_design_scores_gemma":[0.0001723389,0.0001377441,0.9972402,0.000006197697,0.000011327,0.000004074829,0.0004384937,0.00000367899,0.00006045583,0.001793342,0.00007375011,0.00005843438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998367,0.00001923497,0.00001134152,0.0002212328,0.00003955588,0.00007767789,0.000004031534,0.000003732995,0.001256184],"genre_scores_gemma":[0.999159,0.000060387,0.00005449532,0.00004418413,0.000005203049,0.00000830828,0.000005235059,0.000001300708,0.0006618971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6258066,"threshold_uncertainty_score":0.9637031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006010049554473303,"score_gpt":0.1804750492563891,"score_spread":0.1744649997019158,"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."}}