{"id":"W3206496408","doi":"10.31590/ejosat.1009171","title":"WIM Sistemlerinin Karşılaştırılması","year":2021,"lang":"tr","type":"article","venue":"European Journal of Science and Technology","topic":"Transport Systems and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yukon University","funders":"","keywords":"Chemistry","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":[0.001918362,0.0002439429,0.0005163608,0.001205126,0.0002568913,0.0001061994,0.000898556,0.0001445564,0.00005731452],"category_scores_gemma":[0.0002570801,0.0002273501,0.00008015818,0.002874349,0.002546764,0.0003523064,0.0002301673,0.0008548545,0.00006266695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007998785,"about_ca_system_score_gemma":0.0003065331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001570359,"about_ca_topic_score_gemma":0.000004688348,"domain_scores_codex":[0.9977083,0.00004810591,0.0008704048,0.0003666015,0.0004464251,0.0005601943],"domain_scores_gemma":[0.9981477,0.00002254842,0.0003137371,0.0003908442,0.0009303091,0.0001948722],"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":[0.00002804695,0.0002478093,0.01868555,0.0004320795,0.0003425582,0.02046413,0.00126655,0.00007154453,0.467498,0.1284558,0.002863236,0.3596447],"study_design_scores_gemma":[0.002842873,0.001704643,0.03964786,0.00145538,0.0002336567,0.0273942,0.007316101,0.000353661,0.0970946,0.002192186,0.8186971,0.001067743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542492,0.01379629,0.0008656228,0.004744686,0.001876936,0.00007523277,0.000006679514,0.0002018816,0.02418347],"genre_scores_gemma":[0.9950597,0.001635439,0.002738126,0.00004789916,0.0001525542,5.036188e-7,2.607349e-7,0.00003838166,0.000327116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8158339,"threshold_uncertainty_score":0.9383658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008948306973345106,"score_gpt":0.1923585568648093,"score_spread":0.1834102498914642,"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."}}