{"id":"W2129063062","doi":"10.1603/0046-225x-32.6.1322","title":"Temperature-Dependent Development of the Specialist Predator <I>Laricobius nigrinus</I> (Coleoptera: Derodontidae)","year":2003,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Forest Service; Natural Resources Canada; U.S. Forest Service","keywords":"Biology; Pupa; Instar; Larva; Predator; Predation; Animal science; Zoology; Ecology","routes":{"ca_aff":false,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005317207,0.0003877446,0.000360157,0.00007401202,0.0004277844,0.00002317761,0.0007244327,0.0002772518,0.01179036],"category_scores_gemma":[0.00004217026,0.0003182616,0.0001554514,0.0002219902,0.0008050733,0.0001332627,0.0007784407,0.0002825946,0.001036703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007015697,"about_ca_system_score_gemma":0.00003786433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002172107,"about_ca_topic_score_gemma":0.001757566,"domain_scores_codex":[0.9970694,0.0003539777,0.000622076,0.0007078171,0.0005722404,0.0006745182],"domain_scores_gemma":[0.9987959,0.000055796,0.0002733264,0.0007130954,0.000003196462,0.0001586886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001550661,0.0027528,0.3574014,0.00004265845,0.0003643486,0.0001448013,0.002517691,0.001776489,0.6128975,0.009859737,0.008806888,0.003280653],"study_design_scores_gemma":[0.00107642,0.0001519053,0.7987585,0.00001029707,0.00005986892,0.0001032358,0.00007023351,0.00001098987,0.06369593,0.000404355,0.1352292,0.0004290659],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701574,0.0001576405,0.0001139162,0.00007982715,0.0009860103,0.0007588294,0.00002588011,0.0000292035,0.02769125],"genre_scores_gemma":[0.9885674,0.00004500584,0.001364358,0.0004780769,0.00004162611,0.0001200121,0.00002542424,0.00003397657,0.009324105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5492015,"threshold_uncertainty_score":0.9999269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005582596840979127,"score_gpt":0.1879272217104015,"score_spread":0.1823446248694224,"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."}}