{"id":"W1826552216","doi":"10.22059/jlib.2013.51124","title":"مشاغل نوین مبتنی بر فناوریهای اطلاعات برای فارغالتحصیلان علوم اطلاعات و دانششناسی در عصر حاضر","year":2013,"lang":"fa","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003665825,0.00144352,0.002476964,0.002219461,0.001494199,0.01362618,0.01576279,0.0006101533,0.03571203],"category_scores_gemma":[0.0007677399,0.001340714,0.0009484449,0.004243473,0.0006807476,0.01198439,0.004772361,0.001579754,0.002663066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005481476,"about_ca_system_score_gemma":0.001620484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02957693,"about_ca_topic_score_gemma":0.0003533908,"domain_scores_codex":[0.9881613,0.001347136,0.003472138,0.001890949,0.003017054,0.00211141],"domain_scores_gemma":[0.9885854,0.001477586,0.003325497,0.002868884,0.002022479,0.001720188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006287602,0.00140527,0.2266977,0.0004865155,0.0008721568,0.00006986479,0.005435703,0.0003816113,0.027023,0.01192281,0.6918257,0.03381679],"study_design_scores_gemma":[0.001007873,0.00006971005,0.6854624,0.001981255,0.0001876778,0.0001717953,0.0005189658,0.0008624048,0.008347904,0.02094534,0.2784023,0.002042419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8216574,0.09690404,0.002712877,0.01155086,0.01549158,0.003450878,0.0002649461,0.0002750711,0.04769233],"genre_scores_gemma":[0.9520293,0.01598439,0.002411018,0.003587357,0.00389578,0.0004041475,0.00004487154,0.0002380567,0.02140504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4587647,"threshold_uncertainty_score":0.9998314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2998309531798847,"score_gpt":0.5646953670037248,"score_spread":0.2648644138238401,"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."}}