{"id":"W4402320442","doi":"10.5376/jmr.2024.14.0011","title":"Role of Agricultural Practices in Shaping Mosquito Habitats","year":2024,"lang":"en","type":"article","venue":"Journal of Mosquito Research","topic":"Dengue and Mosquito Control Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Habitat; Agriculture; Ecology; Geography; Agroforestry; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005773734,0.0001303568,0.0001226906,0.000483586,0.0005433428,0.001087405,0.0001960153,0.0001729305,0.001893407],"category_scores_gemma":[0.001935032,0.00009122332,0.0001554647,0.0008220416,0.001001042,0.0004141805,0.0008063368,0.0002163686,0.0001351326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007461171,"about_ca_system_score_gemma":0.0007815001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007008038,"about_ca_topic_score_gemma":0.02252052,"domain_scores_codex":[0.9992409,0.0004414987,0.00003178602,0.00009079969,0.00008578725,0.0001093242],"domain_scores_gemma":[0.9989198,0.0004233485,0.0003371235,0.00007040788,0.0001202209,0.0001290215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001089622,0.0001610502,0.882184,0.0001997622,0.0001241814,0.0007645006,0.0121487,0.001351422,0.008645489,0.003991433,0.0003671036,0.08995341],"study_design_scores_gemma":[0.000002754667,0.0001238647,0.9796409,0.00005263459,0.00002927836,0.0002073448,0.01264539,0.0003403906,0.0004263372,0.001074178,0.00544654,0.00001046845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901034,0.0003538103,0.000590469,0.0001890062,0.000004256065,0.00001706497,0.00006299795,0.000004129346,0.008674984],"genre_scores_gemma":[0.9990605,0.0002734601,0.0002943868,0.00001267911,0.00000231827,0.00000368452,0.00001259262,0.000001415208,0.0003390833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007008038,"threshold_uncertainty_score":0.01393449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2165847264456018,"score_gpt":0.5156722917430681,"score_spread":0.2990875652974663,"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."}}