{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004448487,0.0002598694,0.0001202082,0.0005130006,0.0008744556,0.001298016,0.0002946168,0.0003892983,0.05010936],"category_scores_gemma":[0.001013144,0.0001867149,0.0001679521,0.0004109099,0.0007686093,0.0004009282,0.0009193417,0.001102892,0.008692673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263869,"about_ca_system_score_gemma":0.001666562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008329245,"about_ca_topic_score_gemma":0.01800614,"domain_scores_codex":[0.9996439,0.00004754146,0.0000258615,0.0000405601,0.0001499882,0.0000920872],"domain_scores_gemma":[0.9996321,0.00009764345,0.00004576871,0.00003211395,0.000132993,0.00005938352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001949753,0.001110921,0.01762746,0.0006445428,0.00004336839,0.002315046,0.01440647,0.0005385691,0.1194884,0.05330163,0.02131216,0.7672616],"study_design_scores_gemma":[0.0001073234,0.001280139,0.3481551,0.0007507715,0.0001260745,0.002340098,0.03263709,0.0005400093,0.1040386,0.01248832,0.4974088,0.0001276883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.550725,0.001493347,0.007982959,0.002706659,0.0007764203,0.0002617717,0.0003945146,0.000313871,0.4353455],"genre_scores_gemma":[0.641188,0.002676115,0.008984144,0.0005852138,0.0001254255,0.0003615081,0.0004763838,0.0001434455,0.3454597],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9498906,"threshold_uncertainty_score":0.1676325,"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."}}