{"id":"W4413872454","doi":"10.18331/brj2025.12.3.3","title":"Microbial photoproduction of n-heptane","year":2025,"lang":"en","type":"article","venue":"Biofuel Research Journal","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"HORIZON EUROPE Marie Sklodowska-Curie Actions; European Regional Development Fund; Agence Nationale de la Recherche","keywords":"Heptane; Chemistry; Environmental chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001633316,0.0004327317,0.0003052139,0.0001413991,0.0001067533,0.0003051286,0.0001822925,0.0002361971,0.0004163437],"category_scores_gemma":[0.0001277801,0.0000975096,0.0002688291,0.0002120222,0.0001104135,0.0002331436,0.0004351066,0.0003695771,0.0002681263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003508364,"about_ca_system_score_gemma":0.0002720664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001447414,"about_ca_topic_score_gemma":0.002022605,"domain_scores_codex":[0.99979,0.00002802981,0.00001634584,0.00004470211,0.00008261196,0.00003829943],"domain_scores_gemma":[0.9999336,0.00001091041,0.00001360818,0.00001069207,0.00001681088,0.0000144073],"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":[0.00002281019,0.00002080803,0.00008403023,0.00001859192,0.0000024212,0.00002422943,0.00000605506,0.0000903414,0.9987255,0.00002460977,0.00001065184,0.0009699193],"study_design_scores_gemma":[0.000003053247,0.00007489949,0.0006676168,0.00000282737,0.00000519678,0.00002756644,0.00001438694,0.0006392798,0.9979513,0.00001434989,0.0005963481,0.000003017169],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914013,0.0006008975,0.004740733,0.00007624728,0.0000359741,0.00004303414,0.0003013293,0.00008622646,0.002714281],"genre_scores_gemma":[0.9857631,0.000855042,0.008272032,0.00004332018,0.000005906156,0.00003864111,0.0006146745,0.0000285019,0.004378833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001447414,"threshold_uncertainty_score":0.00287801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05435024339613419,"score_gpt":0.4304624422354607,"score_spread":0.3761121988393265,"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."}}