{"id":"W4386129822","doi":"10.22543/0090-0222.1319","title":"Degree-Day Summation and Hatching of the Forest Tent Caterpillar, <i>Malacosoma Disstria</i> (Lepidoptera: Lasiocampidae)","year":2017,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Lepidoptera genitalia; Overwintering; Ecology; Caterpillar; Deciduous; Hatching; Butterfly; Outbreak; Forestry; Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007348626,0.0002678206,0.0003922899,0.000009897846,0.001810635,0.0001741632,0.001031558,0.0001772415,0.0001411874],"category_scores_gemma":[0.0004885242,0.00007453058,0.0001884452,0.0001100175,0.00110549,0.0001292368,0.0008338793,0.0001661638,0.00002253817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004128644,"about_ca_system_score_gemma":0.000006540297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006576271,"about_ca_topic_score_gemma":0.01921439,"domain_scores_codex":[0.9981817,0.0002817039,0.0003796919,0.0003959605,0.0002591372,0.0005017884],"domain_scores_gemma":[0.9985266,0.0005409602,0.0004297605,0.0003333714,0.00007779554,0.00009146996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001293083,0.0001761539,0.8636474,0.00003048381,0.000125235,0.00002599518,0.0004154017,0.00005688224,0.03021216,0.009373922,0.001170819,0.09463625],"study_design_scores_gemma":[0.0002552462,0.0002829345,0.9809051,0.00003650058,0.00004980136,0.00002448218,0.00007538537,0.0001148947,0.0006547794,0.002272187,0.01514527,0.00018341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847915,0.000741479,0.000008419049,0.008371163,0.0004246728,0.0004410371,0.00003974524,0.00004546087,0.005136513],"genre_scores_gemma":[0.9977648,0.0004917057,0.00001814613,0.0001979149,0.0002202292,0.00004285506,0.00001987844,0.000002270937,0.001242224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1172577,"threshold_uncertainty_score":0.9994889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03516102772978511,"score_gpt":0.2348637173286625,"score_spread":0.1997026895988774,"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."}}