{"id":"W4394795115","doi":"10.11646/zootaxa.5437.3.5","title":"Mosquitoes in crabholes: A hidden realm of culicid diversity in India","year":2024,"lang":"en","type":"article","venue":"Zootaxa","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Biology; Ecology; Mangrove; Diversity (politics); Habitat; Biodiversity","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":[0.000157257,0.0001737939,0.0001869408,0.001619569,0.0005058747,0.0009314145,0.0002498504,0.0001636687,0.001042398],"category_scores_gemma":[0.0003125452,0.0001316322,0.0001538288,0.001433558,0.0006364138,0.0006393217,0.0005719218,0.0001991233,0.0001161131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002825433,"about_ca_system_score_gemma":0.0006007399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009936676,"about_ca_topic_score_gemma":0.02691157,"domain_scores_codex":[0.9998382,0.00003299434,0.0000206648,0.0000305959,0.00003074944,0.00004682479],"domain_scores_gemma":[0.9996407,0.00009715773,0.0001393657,0.00002040119,0.00005790377,0.00004444194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00014279,0.00006319986,0.843887,0.002302383,0.0001068854,0.00672472,0.01719414,0.0002311592,0.01398476,0.001418358,0.001866386,0.1120782],"study_design_scores_gemma":[0.000002529491,0.0001274304,0.9685152,0.0003179632,0.00006584673,0.006684019,0.01590254,0.00007488394,0.0005675842,0.0003246231,0.007392229,0.00002523965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843224,0.009355774,0.000295991,0.0003623829,0.00002619581,0.00002109515,0.0004270142,0.00001848249,0.005170587],"genre_scores_gemma":[0.9946461,0.004598332,0.0002585195,0.00007627626,0.00001614441,0.000003892451,0.0001378852,0.000002081145,0.000260894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009936676,"threshold_uncertainty_score":0.01975769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464356158070873,"score_gpt":0.2724517619154611,"score_spread":0.2578082003347523,"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."}}