{"id":"W2907761436","doi":"10.15659/uzalcbs2018.6191","title":"MARMARA GÖLÜ (MANİSA) ALANSAL DEĞİŞİMİNİN UA VE CBS İLE ANALİZİ","year":2018,"lang":"tr","type":"article","venue":"VII. UZAKTAN ALGILAMA VE CBS SEMPOZYUMU UZAL-CBS2018","topic":"Turkish Urban and Social Issues","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Physics; Computer science","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.003302935,0.002371601,0.002741308,0.0008813592,0.00527918,0.002000933,0.0038284,0.002451687,0.008273568],"category_scores_gemma":[0.0009717509,0.00262554,0.001575784,0.003777497,0.006555683,0.002014735,0.001205433,0.002056085,0.01149501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347869,"about_ca_system_score_gemma":0.001967958,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01737828,"about_ca_topic_score_gemma":0.01653937,"domain_scores_codex":[0.9832224,0.002048882,0.002680777,0.003512327,0.003710645,0.004824921],"domain_scores_gemma":[0.9913305,0.0007621476,0.001588757,0.002316318,0.001673904,0.002328364],"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":[0.001337063,0.002462852,0.02001473,0.0004755413,0.002005762,0.0009289811,0.1239261,0.000004194681,0.003987032,0.04747444,0.7840967,0.01328661],"study_design_scores_gemma":[0.004973356,0.003115651,0.02826501,0.0008480777,0.00104086,0.00008956974,0.03809609,0.0003595468,0.005656156,0.009716307,0.9024258,0.005413551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6289592,0.006812572,0.0003200784,0.01362891,0.02010932,0.003251342,0.001216972,0.002042121,0.3236595],"genre_scores_gemma":[0.9298883,0.002294035,0.001241393,0.003194613,0.01538507,0.0001328204,0.0002674615,0.0005367405,0.04705956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3009291,"threshold_uncertainty_score":0.9990351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02759011869779798,"score_gpt":0.3025545983464045,"score_spread":0.2749644796486065,"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."}}