{"id":"W4361190525","doi":"10.1101/pdb.top107671","title":"Mosquito (Diptera: Culicidae) Vision and Associated Electrophysiological Techniques","year":2023,"lang":"en","type":"review","venue":"Cold Spring Harbor Protocols","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Biology; Zoology; Nuisance; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009426165,0.001699349,0.001015598,0.004068754,0.0004220989,0.0009975857,0.001378541,0.001167364,0.0049854],"category_scores_gemma":[0.000677414,0.0005255357,0.0004995103,0.002625665,0.0007248047,0.002458924,0.0009237024,0.002642904,0.01222077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009473505,"about_ca_system_score_gemma":0.001322876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001505627,"about_ca_topic_score_gemma":0.002519737,"domain_scores_codex":[0.9997402,0.0000271575,0.00004113017,0.00005606151,0.0001102665,0.00002522287],"domain_scores_gemma":[0.9997033,0.00007468311,0.00003169029,0.00001964575,0.000125472,0.00004510857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003708211,0.00005546695,0.0001012244,0.009852078,0.00002940635,0.0002242766,0.00005083491,0.0002188726,0.01154701,0.006096119,0.07585707,0.8959306],"study_design_scores_gemma":[0.000004483647,0.00004491888,0.0005397329,0.001111885,0.00002297887,0.0009224473,0.00001665801,0.00004268641,0.001904487,0.001565072,0.9938083,0.00001627102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0001641205,0.9894133,0.001841584,0.0004942868,0.001081611,0.00003454957,0.0001172237,0.00006826028,0.006785127],"genre_scores_gemma":[0.0004619705,0.9922012,0.001922775,0.0003613577,0.0003748647,0.0000431736,0.0002208098,0.00001276164,0.004401084],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0049854,"threshold_uncertainty_score":0.0166778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09937326926502717,"score_gpt":0.4070752306732439,"score_spread":0.3077019614082168,"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."}}