{"id":"W4256128440","doi":"10.21608/jsc.2014.93218","title":"أکتوبر 2014","year":2014,"lang":"ar","type":"article","venue":"مجلة دراسات الطفولة","topic":"Educational Research and Pedagogy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001610203,0.0003487502,0.0003789657,0.0002627965,0.0004278623,0.0005491157,0.002080645,0.0002049332,0.001945996],"category_scores_gemma":[0.0005727943,0.0003393154,0.0001980588,0.0005158415,0.0002383175,0.000542434,0.0005834152,0.0005749559,0.04503771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138606,"about_ca_system_score_gemma":0.0009602704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005237309,"about_ca_topic_score_gemma":0.00006982877,"domain_scores_codex":[0.9959912,0.0003430619,0.0004566137,0.000921962,0.001112201,0.001175019],"domain_scores_gemma":[0.996486,0.0006890091,0.0001546003,0.001494878,0.0003868631,0.0007886208],"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":[0.00003894958,0.0004103794,0.005596349,0.0001198063,0.00007105749,0.0000189348,0.002151862,0.00007524543,0.0008817561,0.4376597,0.4838428,0.06913307],"study_design_scores_gemma":[0.0005171847,0.0004837523,0.0141137,0.0000685453,0.00001467366,0.00003709007,0.0001040213,0.02045812,0.001033679,0.01704806,0.9456194,0.0005017834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1529777,0.008424843,0.08938359,0.08871848,0.01270293,0.001169188,0.00007250066,0.0005962173,0.6459545],"genre_scores_gemma":[0.9383001,0.0004958577,0.006711603,0.002959437,0.002883084,0.00004223743,0.00002998711,0.00004583047,0.04853183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7853224,"threshold_uncertainty_score":0.9999059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03993859299865966,"score_gpt":0.3609697674376846,"score_spread":0.321031174439025,"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."}}