{"id":"W2137697655","doi":"10.3733/ca.v067n03p147","title":"Fumigant emission reductions with TIF warrant regulatory changes","year":2013,"lang":"en","type":"article","venue":"California Agriculture","topic":"Plant Disease Management Techniques","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chloropicrin; Environmental science; Ozone; Environmental chemistry; Bromide; Air monitoring; Montreal Protocol; Chemistry; Fumigation; Environmental engineering; Ozone layer; Agronomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00006971078,0.0002182685,0.0001696215,0.00001490394,0.0002705495,0.0001015068,0.0002481184,0.0001281897,0.0009513074],"category_scores_gemma":[0.00001251086,0.00005840078,0.0000621229,0.0003532918,0.00005567242,0.0001342793,0.000071256,0.0001436206,0.0002708387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003829361,"about_ca_system_score_gemma":0.000004956034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001213023,"about_ca_topic_score_gemma":0.0001591588,"domain_scores_codex":[0.9988626,0.00004214526,0.000137984,0.0003559545,0.0002781489,0.0003231694],"domain_scores_gemma":[0.9994794,0.0000252006,0.00008495971,0.00009254519,0.0001087392,0.0002091731],"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":[0.00001084075,0.00007563959,0.0011666,0.00001390771,0.00002161284,0.000009264182,0.00002988777,0.000001476286,0.676127,0.00007300762,0.3109444,0.01152634],"study_design_scores_gemma":[0.0001819184,0.0002716767,0.2000036,0.0001901336,0.00009180673,0.00008337772,0.001191323,0.0000340288,0.06147201,0.0006414353,0.735099,0.0007397793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868699,0.00020022,0.000007515396,0.009080317,0.0000611258,0.0006813728,0.0002186425,0.0005917725,0.002289093],"genre_scores_gemma":[0.9943342,0.00009676113,0.0002116449,0.0006435369,0.000445546,0.0002410647,0.0006717311,0.000002182488,0.00335338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.614655,"threshold_uncertainty_score":0.999962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006789907824663008,"score_gpt":0.1638408134805718,"score_spread":0.1570509056559088,"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."}}