{"id":"W7135192631","doi":"10.5376/jmr.2024.14.0029","title":"Comparative Physiology of Mosquito Reproductive Systems","year":2024,"lang":"","type":"article","venue":"Journal of Mosquito Research","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mating; Aedes aegypti; Reproductive success; Reproductive biology; Vitellogenesis; Aedes; Adaptability; Mechanism (biology); Female reproductive system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0135669,0.0005909556,0.002250299,0.002464256,0.000757809,0.0003037917,0.003113153,0.0006916025,0.0004988315],"category_scores_gemma":[0.004662685,0.000461409,0.000705494,0.004022995,0.006976902,0.001070838,0.001400156,0.007729868,0.0005089969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004099403,"about_ca_system_score_gemma":0.002516348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001013927,"about_ca_topic_score_gemma":0.000003589548,"domain_scores_codex":[0.9785894,0.01240166,0.002575216,0.001900001,0.002498083,0.002035681],"domain_scores_gemma":[0.984015,0.009205577,0.0008939261,0.001524954,0.003831292,0.0005292052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003179147,0.0009298644,0.00005748519,0.001263597,0.0005123145,0.0008022308,0.005485029,0.001163452,0.9486856,0.003964064,0.03350745,0.0004497746],"study_design_scores_gemma":[0.001209595,0.01418798,0.004132448,0.001945348,0.0001271555,0.002157606,0.004359877,0.003724773,0.9450248,0.003901252,0.0187073,0.0005218716],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636673,0.02189229,0.00002928577,0.001633263,0.008461962,0.001218041,0.0001239301,0.00002844085,0.002945439],"genre_scores_gemma":[0.9863418,0.005643571,0.00003382836,0.00005007307,0.003924614,0.00003173421,0.000002934919,0.00007036108,0.003901083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02267445,"threshold_uncertainty_score":0.9997838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2373041502276829,"score_gpt":0.4730649376337209,"score_spread":0.235760787406038,"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."}}