{"id":"W4224287914","doi":"10.3390/antibiotics11050544","title":"Breaking the Rebellion: Photodynamic Inactivation against Erwinia amylovora Resistant to Streptomycin","year":2022,"lang":"en","type":"article","venue":"Antibiotics","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Suncor Energy (Canada)","funders":"","keywords":"Erwinia; Incubation; Photosensitizer; Fire blight; Streptomycin; Chlorophyllin; Chemistry; Microbiology; Bacteria; Sodium azide; Photodynamic therapy; Food science; Antibiotics; Biology; Biochemistry; Chlorophyll; Photochemistry","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":[0.000620521,0.0001850639,0.0002781049,0.0002024363,0.0007308921,0.00003906218,0.0002772302,0.00004005048,0.0001495892],"category_scores_gemma":[0.0001846506,0.0001403893,0.00009882152,0.0009330632,0.0001021,0.00005489442,0.0003781407,0.0005241497,0.00003709211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005225618,"about_ca_system_score_gemma":0.0001645763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001275537,"about_ca_topic_score_gemma":0.00008435109,"domain_scores_codex":[0.9980281,0.0001553987,0.0003009716,0.0003559401,0.000736544,0.0004230492],"domain_scores_gemma":[0.9988568,0.0001809012,0.0001074752,0.0006267486,0.0001206915,0.0001073988],"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":[0.001213929,0.0003231181,0.00312219,0.00008520325,0.0002769577,0.0002168642,0.0018085,0.0004219878,0.9765285,0.0007004159,0.007896564,0.00740581],"study_design_scores_gemma":[0.006819596,0.00616521,0.3018858,0.0007979447,0.0003884154,0.000323242,0.03345358,0.01576145,0.2766134,0.0007526111,0.3553157,0.001722992],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863287,0.0001517497,0.00008283577,0.005638277,0.0002248022,0.0009086626,0.00005439231,0.0001010047,0.0065096],"genre_scores_gemma":[0.9950374,0.0001541786,0.0002494754,0.00220323,0.0001152243,0.000006397935,0.00005654345,0.00003631155,0.002141284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6999151,"threshold_uncertainty_score":0.5724909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01517216502367392,"score_gpt":0.2968966140078307,"score_spread":0.2817244489841568,"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."}}