{"id":"W2950422820","doi":"10.1039/c9pp00128j","title":"Save the crop: Photodynamic Inactivation of plant pathogens I: bacteria","year":2019,"lang":"en","type":"article","venue":"Photochemical & Photobiological Sciences","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Suncor Energy (Canada)","funders":"Suncor Energy Incorporated","keywords":"Erwinia; Bacteria; Chemistry; Microbiology; Population; Photosensitizer; Xanthomonas; Biology; Photochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002004123,0.0003242862,0.0001687016,0.0002476847,0.0003943507,0.0002744989,0.000260526,0.000616841,0.002908354],"category_scores_gemma":[0.0001629134,0.000105037,0.0002187696,0.0002105911,0.0002567652,0.0004013584,0.0002722693,0.0005192949,0.0003832764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003311198,"about_ca_system_score_gemma":0.0004056066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001030823,"about_ca_topic_score_gemma":0.001128069,"domain_scores_codex":[0.999916,0.00001436961,0.000003345316,0.00002126752,0.00002409714,0.00002093604],"domain_scores_gemma":[0.9999446,0.00001341453,0.00001410857,0.00000636842,0.00001094528,0.00001061552],"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":[0.0005376646,0.0002621774,0.0005081659,0.0003832026,0.00001695384,0.0001041324,0.0001531458,0.0001193576,0.970153,0.0009734071,0.0006133797,0.02617537],"study_design_scores_gemma":[0.00004894838,0.002627729,0.004156746,0.00004632983,0.00005062268,0.0006619073,0.0001536306,0.0001949646,0.978749,0.0003345171,0.01296706,0.000008581493],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645098,0.02157144,0.002690692,0.0009420721,0.0001629207,0.00009504949,0.0001441365,0.00006763204,0.009816344],"genre_scores_gemma":[0.972006,0.009401276,0.003418895,0.0002096571,0.00003453427,0.00003346896,0.0001846382,0.00001653673,0.01469506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002908354,"threshold_uncertainty_score":0.009729385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02707274627067784,"score_gpt":0.3094730922821677,"score_spread":0.2824003460114899,"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."}}