{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003785961,0.000601301,0.0008006573,0.000170104,0.006051925,0.000800792,0.0006645569,0.0001287054,0.0411391],"category_scores_gemma":[0.00008837121,0.000481312,0.0006648232,0.0002960844,0.0009788587,0.0002505257,0.001590914,0.0009989918,0.0006915936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003300255,"about_ca_system_score_gemma":0.0001036389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01934344,"about_ca_topic_score_gemma":0.001886581,"domain_scores_codex":[0.9961573,0.0001800861,0.0007524192,0.0007815027,0.000883758,0.001244901],"domain_scores_gemma":[0.9986379,0.0002167433,0.0001746172,0.0004006554,0.0002428856,0.0003271916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000522472,0.0007847176,0.0008367856,0.00009797917,0.0003998558,0.00003911376,0.01468995,0.000002148499,0.00003003702,0.8857108,0.09409979,0.003256614],"study_design_scores_gemma":[0.0009090622,0.000524561,0.001294917,0.00002324271,0.0001677503,0.00001625204,0.0962216,0.00009896539,0.00006005131,0.00980029,0.8901051,0.0007781735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1998808,0.005911135,0.00001944557,0.01675763,0.0031476,0.0009162905,0.0007970996,0.0004836173,0.7720864],"genre_scores_gemma":[0.7086313,0.0001475645,0.0000632799,0.002104645,0.0009156973,0.0001224562,0.00006823325,0.0000463137,0.2879004],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8759105,"threshold_uncertainty_score":0.9997638,"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."}}