{"id":"W3111165119","doi":"10.1111/afe.12429","title":"The structure of temperate yellowjacket communities is affected by land development and loss of forest cover","year":2020,"lang":"en","type":"article","venue":"Agricultural and Forest Entomology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Natural Resources Canada","keywords":"Biology; Ecology; Generalist and specialist species; Abundance (ecology); Species richness; Disturbance (geology); Temperate rainforest; Ecosystem; Habitat","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001519406,0.0001653727,0.0001249436,0.0005428166,0.0002645666,0.0003114806,0.0001230549,0.000122238,0.001076996],"category_scores_gemma":[0.000255893,0.00009489273,0.0001021524,0.0002607899,0.0002820395,0.0002407891,0.0003957787,0.0001192349,0.0001075889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002099696,"about_ca_system_score_gemma":0.0001334657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004688422,"about_ca_topic_score_gemma":0.02095982,"domain_scores_codex":[0.9998962,0.00002516826,0.000005874563,0.00003117112,0.00001083879,0.00003079704],"domain_scores_gemma":[0.9997535,0.00002391707,0.0001128338,0.000009720406,0.00002242581,0.00007754379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001021362,0.00002726499,0.9794693,0.00001405921,0.00003297505,0.0001054288,0.000403389,0.00007269417,0.01736082,0.00003420651,0.00003775397,0.002339936],"study_design_scores_gemma":[3.88494e-7,0.00001400802,0.9996902,9.365701e-7,0.000001607479,0.00002279934,0.0001323024,0.00003335239,0.00006939816,0.000003707203,0.00003095348,4.527994e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998727,0.00001543682,0.00001364578,0.000001864871,2.535319e-7,6.12944e-7,0.00001767878,4.980695e-7,0.00007735196],"genre_scores_gemma":[0.9998148,0.00001622537,0.0000268299,0.000003497689,5.80123e-7,0.000001686845,0.00004831155,3.772773e-7,0.00008773266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004688422,"threshold_uncertainty_score":0.009322226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006159483053007315,"score_gpt":0.1894776084386358,"score_spread":0.1833181253856284,"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."}}