{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006019552,0.0006479645,0.001825899,0.000304762,0.0004292071,0.0001436836,0.0009707893,0.000898156,0.00003205474],"category_scores_gemma":[0.00163751,0.0004758227,0.0003527003,0.0008103934,0.0004779451,0.0001444143,0.000889809,0.001753476,0.0003343291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001338297,"about_ca_system_score_gemma":0.0002075367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005285151,"about_ca_topic_score_gemma":6.06863e-7,"domain_scores_codex":[0.9952061,0.001437274,0.0006975317,0.001467726,0.0002700785,0.0009213318],"domain_scores_gemma":[0.9975449,0.001121619,0.0004010062,0.0007029059,0.00006086032,0.000168675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001073582,0.000368187,0.000005761829,0.008329908,0.00007810822,0.0002428428,0.000005444432,1.286595e-7,0.9342545,0.00702972,0.0008438122,0.04873426],"study_design_scores_gemma":[0.0002685272,0.002055299,0.0001810043,0.009490527,0.00006828561,0.000007232265,2.192125e-7,0.00001247082,0.05066261,0.0001897707,0.9363348,0.0007292764],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00278506,0.5218453,0.00002194611,0.0001325037,0.0004183614,0.4682375,0.0001968856,0.005331843,0.001030674],"genre_scores_gemma":[0.0003925506,0.7981797,0.00002983763,0.000197746,0.0002079033,0.2005691,0.000003664862,0.0001241172,0.0002954516],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.935491,"threshold_uncertainty_score":0.9997693,"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."}}