{"id":"W2771792613","doi":"","title":"Cold requirements to facilitate mass emergence of spruce beetle (Coleoptera: Curculionidae) adults in the laboratory","year":2018,"lang":"en","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Curculionidae; Biology; Picea engelmannii; Ecology; Pinus contorta","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002274729,0.0001732004,0.0001577956,0.0000985463,0.0003776403,0.00003282585,0.0007424323,0.00008906548,0.003291918],"category_scores_gemma":[0.00002634848,0.0001559895,0.00005565722,0.0009317534,0.0006936187,0.001329506,0.0004226651,0.0001254023,0.003029567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007356593,"about_ca_system_score_gemma":0.0000379853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000538571,"about_ca_topic_score_gemma":0.0009506,"domain_scores_codex":[0.9985571,0.0001279436,0.0002655336,0.0004023814,0.0003108852,0.0003361554],"domain_scores_gemma":[0.9993911,0.00001954764,0.00009170112,0.0003718667,0.00001524203,0.0001105677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001727638,0.0002171347,0.9533753,0.00003539822,0.00001818212,0.00008050357,0.002919024,0.0001129959,0.0003565758,0.001645941,0.04083731,0.0002288999],"study_design_scores_gemma":[0.0005311614,0.0003384436,0.9451448,0.00003901422,0.00001220879,0.000001045421,0.0009689415,0.00003460313,0.001494961,0.00008237687,0.05113603,0.0002164446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775648,0.00002598712,0.0001973052,0.0009103133,0.0004376972,0.0006745101,0.0001840424,0.00005936532,0.019946],"genre_scores_gemma":[0.9952455,0.00003075704,0.002007522,0.002242486,0.00003224927,0.00002274894,0.000003715123,0.000004011068,0.0004110346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01953497,"threshold_uncertainty_score":0.9977467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181469248096179,"score_gpt":0.2008262200405818,"score_spread":0.1826792952309639,"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."}}