{"id":"W4360598305","doi":"10.15659/uzalcbs2022.13032","title":"FOTOGRAMETRİK NOKTA BULUTLARINDAN MAKİNE ÖĞRENMESİ YÖNTEMİ İLE BİNA ÇIKARIMI","year":2022,"lang":"tr","type":"article","venue":"","topic":"Cultural and Sociopolitical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009777229,0.0005900827,0.0004427018,0.001127416,0.001839133,0.004558231,0.0007671498,0.00121631,0.02681724],"category_scores_gemma":[0.002251969,0.0002504417,0.0003963571,0.001098336,0.001877245,0.002508419,0.00187632,0.001107775,0.005057207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002090645,"about_ca_system_score_gemma":0.002329533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009433144,"about_ca_topic_score_gemma":0.01011103,"domain_scores_codex":[0.9992918,0.0001366111,0.00004268607,0.0001419972,0.0002606735,0.0001263297],"domain_scores_gemma":[0.9989179,0.0002773811,0.0001506014,0.0001643253,0.0003916109,0.00009806578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001200174,0.0005073762,0.04555506,0.001881599,0.0001448913,0.004163896,0.03245875,0.003125714,0.03916706,0.1091895,0.0294393,0.7331666],"study_design_scores_gemma":[0.00004409381,0.0004997434,0.1290544,0.001356418,0.0001824181,0.004728897,0.07052274,0.003799035,0.04462338,0.05656122,0.6883683,0.0002592496],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.526523,0.01204642,0.05369983,0.009501634,0.0007650087,0.0002813588,0.00147587,0.000982255,0.3947246],"genre_scores_gemma":[0.8616087,0.00527797,0.02063053,0.0006721791,0.0001003212,0.0001179772,0.0007282004,0.0002460215,0.1106181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02681724,"threshold_uncertainty_score":0.08971256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06276547531262444,"score_gpt":0.2466453385975257,"score_spread":0.1838798632849013,"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."}}