{"id":"W2907688809","doi":"10.15659/uzalcbs2018.7287","title":"NESNE TABANLI ARAZİ ÖRTÜSÜ / ARAZİ KULLANIMI DEĞİŞİM ANALİZİ: İSTANBUL 3. HAVALİMANI","year":2018,"lang":"tr","type":"article","venue":"VII. UZAKTAN ALGILAMA VE CBS SEMPOZYUMU UZAL-CBS2018","topic":"Families in Therapy and Culture","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Forestry; Geography","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":[0.002268625,0.0005220601,0.0005524486,0.002086469,0.002055542,0.002649432,0.0004116985,0.0004295075,0.02164735],"category_scores_gemma":[0.005193914,0.0002228736,0.0004558759,0.002237134,0.000855356,0.001197554,0.0009981656,0.001294104,0.003176897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001753008,"about_ca_system_score_gemma":0.002139403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01515394,"about_ca_topic_score_gemma":0.02513722,"domain_scores_codex":[0.9989617,0.0002542321,0.0001012296,0.0001102753,0.0003835601,0.0001890195],"domain_scores_gemma":[0.9978926,0.0006506994,0.0002145929,0.0001186655,0.0009883734,0.0001350983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001771055,0.000795636,0.3353547,0.001402306,0.0002376117,0.001971381,0.0849625,0.0009637346,0.00655292,0.01399056,0.05169685,0.5003008],"study_design_scores_gemma":[0.00003690765,0.000417446,0.6165368,0.00117335,0.0003080071,0.001699645,0.2370264,0.001520358,0.00680113,0.003915991,0.1304534,0.0001105832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9099557,0.003100767,0.004852182,0.002435046,0.0003116124,0.0003979093,0.003292506,0.000207635,0.07544661],"genre_scores_gemma":[0.9579366,0.001848091,0.008331527,0.0002405738,0.00004120049,0.0002611093,0.00292847,0.0001284192,0.02828409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02164735,"threshold_uncertainty_score":0.07241762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02495264614093931,"score_gpt":0.3194332866949508,"score_spread":0.2944806405540115,"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."}}