{"id":"W2170174826","doi":"10.5376/jmr.2012.02.0005","title":"Landscape-structure Determined Mosquito Diversity in Hungary (Central-Europe)","year":2012,"lang":"en","type":"article","venue":"Journal of Mosquito Research","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Diversity (politics); Ecology; Biology; Anthropology; Sociology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00159269,0.0001127867,0.0001925799,0.0001354272,0.0002628244,0.00005309885,0.0006183747,0.00009466954,0.03158903],"category_scores_gemma":[0.0002827522,0.00009095146,0.0000774211,0.0006531228,0.0001753512,0.0005122921,0.001062743,0.0006378827,0.0003258213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006843703,"about_ca_system_score_gemma":0.00002157634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000124103,"about_ca_topic_score_gemma":0.0002464146,"domain_scores_codex":[0.9972571,0.0002682395,0.0003037499,0.0001523458,0.001209014,0.0008095717],"domain_scores_gemma":[0.9991008,0.0001051549,0.000115666,0.0002084273,0.00007078723,0.000399142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001613922,0.0002284717,0.9086057,0.00001399621,0.00001051817,0.0001061198,0.001263248,0.00003818995,0.02449709,0.00006341012,0.06220295,0.002808891],"study_design_scores_gemma":[0.0006679072,0.0001227304,0.9560176,0.00001757017,0.000007161936,0.0000910692,0.001406612,0.00004432387,0.002154459,0.00005492161,0.03930249,0.0001131247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862939,0.0002317723,0.000007110059,0.0005903036,0.0003564053,0.0001124718,0.00002155862,0.00000665034,0.01237982],"genre_scores_gemma":[0.9988422,0.000209045,0.00004948935,0.00009825898,0.0002884085,0.000001017574,0.000005270858,0.00001025274,0.0004960651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04741191,"threshold_uncertainty_score":0.9692962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09599104135533651,"score_gpt":0.3377788174718453,"score_spread":0.2417877761165088,"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."}}