{"id":"W2011306912","doi":"10.7212/zkufbd.v2i1.71","title":"Zonguldak İlinde Ekonomik Öneme Sahip Bazı Arthropod Türleri Üzerine Bir İnceleme","year":2012,"lang":"tr","type":"article","venue":"Karaelmas Science and Engineering Journal","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Forestry; Arthropod; Geography; Humanities; Biology; Art; Ecology","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00237808,0.0004496527,0.0005439557,0.0001060249,0.001765838,0.0005290933,0.0007184085,0.0002403243,0.00133546],"category_scores_gemma":[0.0004148074,0.0002152693,0.0001690276,0.001097105,0.0008885658,0.0009404458,0.0005405415,0.0007659788,0.0001208534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002228456,"about_ca_system_score_gemma":0.00005068299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006610697,"about_ca_topic_score_gemma":0.00003855775,"domain_scores_codex":[0.9960395,0.00004174997,0.0006129398,0.0005367938,0.0006531886,0.002115871],"domain_scores_gemma":[0.9981402,0.0001663616,0.0002196069,0.000108431,0.0002154179,0.001150017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002021563,0.001421997,0.6169505,0.000178032,0.0003491504,0.0001968434,0.001893765,0.002165956,0.1860915,0.02163417,0.01204524,0.1568707],"study_design_scores_gemma":[0.0004851604,0.001010183,0.801901,0.0000876928,0.00005189336,0.0008564797,0.001242914,0.001778131,0.0003274809,0.0001695861,0.1913025,0.0007869564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846606,0.006294472,0.00006675733,0.003994873,0.003041356,0.000179165,0.00001588728,0.0000737609,0.00167309],"genre_scores_gemma":[0.9912441,0.004299065,0.0009023197,0.0003630209,0.002867786,0.000009400817,0.000002746908,0.000005608977,0.0003059265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.185764,"threshold_uncertainty_score":0.9995775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017988107457074,"score_gpt":0.2177560406062365,"score_spread":0.1975761595316657,"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."}}