{"id":"W7110470337","doi":"","title":"Immobilize mor kükürtsüz bakteriler ile biyohidrojen üretimi.","year":2018,"lang":"en","type":"other","venue":"OpenMETU (Middle East Technical University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photobioreactor; Sucrose; Hydrogen production; Rhodobacter; Yield (engineering); Biohydrogen; Hydrogen","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005214371,0.00151953,0.001792626,0.003725413,0.0003368394,0.0002043429,0.004284305,0.002104029,0.08328722],"category_scores_gemma":[0.000204495,0.00165702,0.0008394734,0.004297147,0.00194446,0.0004964,0.002794948,0.001163172,0.09153447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084087,"about_ca_system_score_gemma":0.0004485181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006579437,"about_ca_topic_score_gemma":0.001036958,"domain_scores_codex":[0.9935706,0.000467449,0.0006575735,0.002500347,0.001223137,0.00158085],"domain_scores_gemma":[0.9945062,0.0001077053,0.0008750514,0.003346723,0.0002537262,0.0009105499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004072556,0.0006518488,0.0001170797,0.0001203836,0.0004252282,0.0007829386,0.00003655551,0.000002131418,0.001824418,0.009810925,0.9849062,0.0009150619],"study_design_scores_gemma":[0.001878175,0.0003456832,0.00009209388,0.0009267362,0.0005209706,0.0001080217,0.000192848,0.00002355059,0.000106721,0.00009319547,0.9937875,0.001924511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000139263,0.0002254568,0.0005740655,0.00009276919,0.0007766713,0.002236523,0.001580912,0.003621308,0.9907531],"genre_scores_gemma":[0.001863192,0.0001021903,0.00781655,0.0001112552,0.0008740507,0.0000212604,0.0004205536,0.002767806,0.9860231],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.00971773,"threshold_uncertainty_score":0.9997553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03290298208800596,"score_gpt":0.2195866950219109,"score_spread":0.186683712933905,"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."}}