{"id":"W4223497935","doi":"10.3390/f13040601","title":"The Forest Tent Caterpillar in Minnesota: Detectability, Impact, and Cycling Dynamics","year":2022,"lang":"en","type":"article","venue":"Forests","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service","funders":"U.S. Department of Agriculture","keywords":"Lepidoptera genitalia; Population; Biology; Ecology; Forestry; Cycling; Geography; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001660738,0.0001246256,0.00008967147,0.0005515802,0.0002856437,0.0002894044,0.0001899596,0.00009311573,0.0006372514],"category_scores_gemma":[0.0003987719,0.00009813008,0.00009331592,0.0003243385,0.0001594085,0.0001871498,0.0002532986,0.0001079829,0.00008867344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001303353,"about_ca_system_score_gemma":0.0005064489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4407243,"about_ca_topic_score_gemma":0.7555433,"domain_scores_codex":[0.9999471,0.000005600916,0.000003460524,0.0000188285,0.000009803513,0.00001526211],"domain_scores_gemma":[0.999592,0.00004259173,0.000148811,0.0000193759,0.0001131402,0.00008415015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003190451,0.00001295428,0.9951653,0.000007261987,0.00000964267,0.00003935386,0.0003142581,0.000138749,0.002239813,0.00002741879,0.00009040815,0.001922942],"study_design_scores_gemma":[5.434002e-7,0.000008871331,0.9992079,0.000001858084,0.000003240924,0.00001830051,0.0001793979,0.0003368377,0.0001051566,0.000005258963,0.0001314941,0.000001082881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993444,0.0000389173,0.00006338742,0.00001139119,7.905064e-7,0.000002473691,0.0002865675,0.000002028886,0.0002498862],"genre_scores_gemma":[0.9992155,0.00003239068,0.0001085195,0.000007370151,7.852981e-7,0.000001741768,0.0003198956,6.735781e-7,0.0003130045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4407243,"threshold_uncertainty_score":0.8763181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00721489946770777,"score_gpt":0.2463907864424513,"score_spread":0.2391758869747435,"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."}}