{"id":"W2005315705","doi":"10.1007/s11869-011-0164-1","title":"Development of a scientifically sound agri-environmental indicator tool to address the odour issue","year":2011,"lang":"en","type":"article","venue":"Air Quality Atmosphere & Health","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Agriculture; Livestock; Agricultural science; Business; Environmental science; Environmental resource management; Environmental impact assessment; Environmental planning; Environmental protection; Geography; 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":[],"consensus_categories":[],"category_scores_codex":[0.001194904,0.0002026744,0.0003690778,0.000009255886,0.0002693613,0.00001449386,0.0006356642,0.0001403979,0.0008850627],"category_scores_gemma":[0.000192996,0.0001446995,0.00008896179,0.0002073449,0.0001402106,0.00007130679,0.000267483,0.0002956575,0.0002611636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000202889,"about_ca_system_score_gemma":0.0001721763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002132905,"about_ca_topic_score_gemma":0.00006453875,"domain_scores_codex":[0.9977642,0.00007573242,0.0008127252,0.0003855046,0.0004639666,0.000497848],"domain_scores_gemma":[0.9988149,0.0001007189,0.0002282049,0.0006172551,0.00001991543,0.0002189941],"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":[0.0007246223,0.002591399,0.0186119,0.001618217,0.0004881999,0.00001189483,0.07239,0.0005334819,0.13272,0.02180936,0.02577017,0.7227308],"study_design_scores_gemma":[0.003071888,0.000491759,0.3497369,0.0005749771,0.00005340256,0.00001225752,0.02852725,0.0009402497,0.2077235,0.002140851,0.4047673,0.001959587],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881554,0.0002685951,0.007569917,0.002089634,0.0001980743,0.0005063323,0.00003237107,0.0002561959,0.0009235422],"genre_scores_gemma":[0.9695179,0.00001134894,0.02873606,0.00106003,0.00004463292,0.00005323493,0.00000775289,0.00002299648,0.0005460197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7207712,"threshold_uncertainty_score":0.9690816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06530201640038726,"score_gpt":0.3012884691987908,"score_spread":0.2359864527984036,"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."}}