{"id":"W6894077399","doi":"10.5281/zenodo.7987933","title":"Mesleki Eğitimde Öğretmen- Öğrenci İlişkileri Çerçevesinde Kullanılan Yöntem Ve Tekniklere İlişkin Güncel Bir İnceleme","year":2023,"lang":"tr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Education Practices and Challenges","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Public policy; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001483699,0.000581057,0.0005089191,0.0007243357,0.00681967,0.004401492,0.001964368,0.0002452226,0.1742383],"category_scores_gemma":[0.0004622836,0.0006127842,0.0002201487,0.0007383926,0.0006146674,0.0009874047,0.001615293,0.0009483031,0.08272155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003285654,"about_ca_system_score_gemma":0.00003812596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001254506,"about_ca_topic_score_gemma":0.00001432811,"domain_scores_codex":[0.9949986,0.0007166409,0.0008459394,0.001145706,0.001025853,0.001267311],"domain_scores_gemma":[0.9966032,0.000171311,0.0005423261,0.001000295,0.001149313,0.0005335922],"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":[0.0001504649,0.0006558346,0.000007173142,0.0004139674,0.0003169108,0.00006925748,0.05779319,0.00002811595,0.0005871323,0.07259288,0.825618,0.04176702],"study_design_scores_gemma":[0.0007869252,0.0005931989,0.0003336241,0.000179519,0.0000934893,0.00007072638,0.06826362,0.0003214107,0.0001837404,0.0008460353,0.9276674,0.0006602467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.123473,0.001614992,0.00005394095,0.01985386,0.002157346,0.001540959,0.00339878,0.003966493,0.8439406],"genre_scores_gemma":[0.9050154,0.005645828,0.0001017078,0.0005764821,0.002960194,9.315118e-7,0.006799854,0.003871622,0.07502796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7815424,"threshold_uncertainty_score":0.9996324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1088650671035698,"score_gpt":0.284520211067895,"score_spread":0.1756551439643252,"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."}}