{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002800941,0.00008012237,0.0000843759,0.00001372486,0.0006131505,0.00001202205,0.0001419111,0.00002359316,0.0001241163],"category_scores_gemma":[0.00002974377,0.00005404348,0.0000308443,0.0001101971,0.0002394211,0.00005533799,0.0006548202,0.0001455319,0.00001424194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003145301,"about_ca_system_score_gemma":0.000005758315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006666015,"about_ca_topic_score_gemma":0.1939462,"domain_scores_codex":[0.9993042,0.00004631866,0.00012126,0.0001730361,0.0001141699,0.0002409956],"domain_scores_gemma":[0.9997299,0.00008659976,0.00003471143,0.000114223,0.000001938977,0.00003261279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002255493,0.00003326128,0.9967628,0.000001100067,0.000002789266,0.00001225583,0.0001944466,0.001003916,0.00004773159,0.00005046245,0.0000782195,0.001790422],"study_design_scores_gemma":[0.0001222398,0.0001648723,0.9947711,8.376906e-7,0.00000563477,0.00001831072,0.0002859476,0.002953075,0.000007025033,0.001057573,0.0005436421,0.00006971807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990028,0.0001416278,0.000005629082,0.0003330103,0.00007679527,0.0001619839,0.000007982017,0.00001100047,0.000259196],"genre_scores_gemma":[0.9997461,0.000029492,0.00001899973,0.00002584565,0.000006056671,0.00006961258,0.00000265818,0.000005856088,0.00009535906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1932796,"threshold_uncertainty_score":0.8207622,"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."}}