{"id":"W4386250781","doi":"10.18280/ijsdp.180828","title":"Leveraging Horseradish's Bioactive Substances for Sustainable Agricultural Development","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Agricultural Science and Fertilization","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Sustainable development; Business; Horseradish peroxidase; Environmental planning; Environmental science; Chemistry; Political science; Biology; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0006255287,0.0001444399,0.0001636249,0.0001016757,0.0005024894,0.000286404,0.000305654,0.00005780915,0.00001865955],"category_scores_gemma":[0.0001351919,0.00005858151,0.00005139267,0.0005194239,0.00002725214,0.000903104,0.0000931582,0.0000922352,0.000003229156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001808853,"about_ca_system_score_gemma":0.00007680727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001735783,"about_ca_topic_score_gemma":0.00000871722,"domain_scores_codex":[0.9985648,0.00002045741,0.0003876497,0.0001814654,0.0004187353,0.0004268544],"domain_scores_gemma":[0.9982324,0.000160741,0.0002669454,0.00001391872,0.001223431,0.0001026102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002340837,0.0004979084,0.1861685,0.0003937764,0.001527871,0.005667432,0.1760607,0.003626263,0.05795025,0.01499927,0.04112537,0.5096419],"study_design_scores_gemma":[0.0003553758,0.00007875242,0.5769845,0.00009237101,0.000009806005,0.0000452498,0.2818932,0.00005982959,0.00687962,0.0005974511,0.1327344,0.0002694743],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980544,0.0002921488,0.0001400374,0.0007117457,0.0001960767,0.0001963453,0.000001194914,0.00003517978,0.0003728937],"genre_scores_gemma":[0.996047,0.00003715873,0.000683922,0.0000719193,0.000310129,0.0000187421,0.00009618807,0.000001229185,0.002733693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5093724,"threshold_uncertainty_score":0.3864793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02682289401127957,"score_gpt":0.2497610139335987,"score_spread":0.2229381199223191,"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."}}