{"id":"W2765727661","doi":"10.1093/ee/nvx165","title":"Photophase Duration Affects Immature Black Soldier Fly (Diptera: Stratiomyidae) Development","year":2017,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Queen's University","funders":"","keywords":"Biology; Hermetia illucens; Larva; Pupa; Animal science; Black fly; Predation; Survivorship curve; Juvenile; Zoology; Toxicology; Ecology","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":[],"category_scores_codex":[0.0001345063,0.0001668138,0.0001397471,0.00001103315,0.0006308112,0.0001069693,0.000243277,0.0001549519,0.0022621],"category_scores_gemma":[0.00002024354,0.00007805444,0.00005396281,0.0000262128,0.0001593716,0.0002070912,0.0001049377,0.0001105974,0.0003846761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006341415,"about_ca_system_score_gemma":0.000006156592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002775041,"about_ca_topic_score_gemma":0.0002089509,"domain_scores_codex":[0.9990264,0.00007242639,0.0001620583,0.0002987449,0.0001661223,0.0002742881],"domain_scores_gemma":[0.9995973,0.00003626294,0.0001520896,0.0001141392,0.000004222966,0.00009605067],"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":[0.00008659025,0.0002078719,0.01282632,0.000007072465,0.00002334794,0.0000539839,0.0003512188,0.000006976798,0.9455227,0.0001994623,0.000525668,0.04018879],"study_design_scores_gemma":[0.0004313404,0.0002054729,0.8266966,0.000009223321,0.000009021088,0.00002676188,0.00009039036,0.0001729969,0.1529124,0.00008826814,0.01911698,0.0002405849],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958873,0.0000340432,0.00002175197,0.0003823596,0.000268685,0.0002754096,0.00001530258,0.00003660044,0.003078527],"genre_scores_gemma":[0.9973381,0.00002076962,0.00009222207,0.0003874128,0.0001577286,0.00002442724,0.0002779884,0.000001722691,0.001699642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8138703,"threshold_uncertainty_score":0.99865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183118381184648,"score_gpt":0.2165256137583237,"score_spread":0.2046944299464772,"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."}}