{"id":"W3000950486","doi":"10.1093/ee/nvaa004","title":"Photoperiod Effect on Megachile rotundata (Hymenoptera: Megachilidae) Female Regarding Diapause Status of Progeny: The Importance of Data Scrutiny","year":2020,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diapause; Biology; Megachilidae; photoperiodism; Hymenoptera; Offspring; Overwintering; Zoology; Pollination; Reproduction; Ecology; Botany; Larva; Pollen; Pregnancy","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":[0.0002158358,0.000172115,0.0003256044,0.000005824253,0.0001437361,0.00001205908,0.000614136,0.00005554704,0.0003881928],"category_scores_gemma":[0.00006322321,0.00006195273,0.00006417333,0.00009677088,0.0002554782,0.0001101678,0.0007025884,0.0001359785,0.00002754953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002049743,"about_ca_system_score_gemma":0.000003585634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001341255,"about_ca_topic_score_gemma":0.0002138166,"domain_scores_codex":[0.9986187,0.0001436506,0.0002741508,0.0004192513,0.0002174878,0.0003267358],"domain_scores_gemma":[0.9993656,0.0002364809,0.0001819794,0.0001244575,0.000002655491,0.00008888727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002601038,0.0001279828,0.5058298,0.00001428806,0.00007999007,0.00001481553,0.0002718907,0.000002552457,0.4838379,0.00005903747,0.0001655563,0.009336019],"study_design_scores_gemma":[0.0006034967,0.003302692,0.8683028,0.00002808445,0.00007652304,0.00001706301,0.0006203882,0.00009697919,0.1056697,0.00002227733,0.02098826,0.0002716921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965362,0.0008148336,5.336899e-7,0.0004440445,0.00002659184,0.0003605026,0.00103985,0.00001698452,0.0007604612],"genre_scores_gemma":[0.9989538,0.0002271881,0.00002525582,0.000320026,0.00008158191,0.00001526981,0.0003469961,0.000001851539,0.00002808026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3781682,"threshold_uncertainty_score":0.4250439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05896210871723127,"score_gpt":0.2426743831908856,"score_spread":0.1837122744736543,"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."}}