{"id":"W2761745824","doi":"10.22543/0090-0222.1243","title":"Winter Habits of Carabid Beetles (Coleoptera: Carabidae)","year":2017,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Valparaiso University","keywords":"Burrow; Biology; Habitat; Ecology; Ground beetle; Hibernation (computing)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002559181,0.000176179,0.0002770161,0.000007616382,0.000658989,0.00009462734,0.0009528898,0.0001115536,0.0002383304],"category_scores_gemma":[0.0001969301,0.00005182182,0.0001489374,0.00005711407,0.0008067399,0.0001033382,0.000349396,0.0001600846,0.00005749978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002130316,"about_ca_system_score_gemma":0.000004721315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001582397,"about_ca_topic_score_gemma":0.007640887,"domain_scores_codex":[0.9989523,0.00007270302,0.0002270141,0.000252045,0.0001955751,0.0003003179],"domain_scores_gemma":[0.9991904,0.0001757547,0.0002074684,0.0002867471,0.00008949747,0.00005006222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007836843,0.00008900835,0.8806855,0.00002106085,0.0001108733,0.00003442417,0.0007926792,0.000002990216,0.06895864,0.0006099285,0.002593001,0.04602354],"study_design_scores_gemma":[0.0001250577,0.0001871671,0.9781192,0.00003371191,0.00002615735,0.00001481302,0.0001228525,0.000003866639,0.01316273,0.0004113354,0.007643734,0.0001493676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717031,0.0002578544,8.322326e-7,0.00302186,0.0002497426,0.0001851654,0.00005571458,0.00004692949,0.02447885],"genre_scores_gemma":[0.997495,0.00005420355,0.00001607232,0.0002027524,0.0002374177,0.00002522412,0.000007614577,0.0000011145,0.001960582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09743372,"threshold_uncertainty_score":0.5068477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03997072001460407,"score_gpt":0.2595961093582869,"score_spread":0.2196253893436828,"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."}}