{"id":"W4244094038","doi":"10.1109/sege.2013.6707887","title":"Dr. Ibrahim Dincer","year":2013,"lang":"en","type":"article","venue":"","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Engineering management; Service (business); Sustainable development; Fuel cells; Engineering; Engineering ethics; Political science; Library science; Management; Business; Computer science; Marketing; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00119759,0.0006993748,0.000681296,0.001573635,0.001009435,0.001764728,0.0006766723,0.001517944,0.06057609],"category_scores_gemma":[0.00415507,0.0002711327,0.0002308672,0.001021598,0.0005228701,0.001214417,0.0009563208,0.001743511,0.03539587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116363,"about_ca_system_score_gemma":0.002055734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002211048,"about_ca_topic_score_gemma":0.003721401,"domain_scores_codex":[0.9992805,0.00008941736,0.00005238639,0.000181256,0.0003026043,0.00009382446],"domain_scores_gemma":[0.9975368,0.0002078408,0.0001644967,0.00006728301,0.001327757,0.000695868],"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":[0.00009414618,0.000042033,0.002059324,0.0002867791,0.00001299923,0.0008117817,0.0001928577,0.00007992995,0.001426659,0.001230029,0.7501332,0.2436303],"study_design_scores_gemma":[0.000007919285,0.000038423,0.001769915,0.0001278344,0.00001106152,0.003569665,0.000296031,0.00006807051,0.0006167669,0.0002505007,0.9932314,0.00001255159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01703388,0.2806336,0.006824219,0.3199012,0.1329609,0.0001855639,0.001329792,0.001371532,0.2397594],"genre_scores_gemma":[0.05146969,0.1071662,0.004730026,0.04141716,0.02226022,0.0001016315,0.0009994985,0.0003119725,0.7715437],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06057609,"threshold_uncertainty_score":0.2026472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157739517750898,"score_gpt":0.2148132797838318,"score_spread":0.2032358846063228,"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."}}