{"id":"W4417115620","doi":"10.1021/acsagscitech.5c00347","title":"Experimental Validation of Free-Base Porphyrin Derivatives as Antifungal Agents against <i>Botrytis cinerea</i>","year":2025,"lang":"en","type":"article","venue":"ACS Agricultural Science & Technology","topic":"Fungal Plant Pathogen Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; Université de Sherbrooke","keywords":"Antifungal; Porphyrin; Identification (biology); Drug","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002898856,0.0002705737,0.0003354565,0.0001542128,0.0004802085,0.00008992472,0.001505016,0.0002132873,0.0000884264],"category_scores_gemma":[0.0004167064,0.0001051665,0.0000956558,0.004020136,0.0007941574,0.0004876752,0.0005665552,0.0002087304,0.00003196287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001101732,"about_ca_system_score_gemma":0.00004768919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001162504,"about_ca_topic_score_gemma":0.00004326737,"domain_scores_codex":[0.9978185,0.00005310365,0.000422815,0.0006755172,0.000470393,0.0005596222],"domain_scores_gemma":[0.999063,0.0001130762,0.0002476758,0.0002030513,0.000274449,0.00009871077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001660416,0.0001408031,0.01022628,0.000003948864,0.00001244102,0.000009037318,0.00003196751,0.00002218789,0.9836822,0.002262988,0.0007232336,0.00286829],"study_design_scores_gemma":[0.0002882776,0.0002571056,0.0913425,0.00004817485,0.00001173534,0.00001970567,0.001163369,0.00001351207,0.9057794,0.0002710294,0.0005904,0.0002148189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927096,0.0003005603,0.00000459069,0.002787654,0.0002533905,0.0004434412,0.00008583312,0.0002148914,0.003200075],"genre_scores_gemma":[0.9990848,0.00001938159,0.0001512055,0.0002415533,0.00005273215,0.00004338862,0.0000699977,0.00000101494,0.0003358701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08111621,"threshold_uncertainty_score":0.4288567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039047323205877,"score_gpt":0.2310938357490376,"score_spread":0.2207033625169788,"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."}}