{"id":"W4235882915","doi":"10.21608/jsc.2011.93231","title":"أکتوبر 2011","year":2011,"lang":"ar","type":"article","venue":"مجلة دراسات الطفولة","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York 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","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004167137,0.0006166945,0.0008810648,0.0004770949,0.002111278,0.00003846949,0.001097727,0.0009894206,0.07399583],"category_scores_gemma":[0.0008626472,0.0005732387,0.0002842969,0.0005492273,0.0003822876,0.0003235436,0.000643348,0.003513125,0.2623387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003905827,"about_ca_system_score_gemma":0.00283049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01010061,"about_ca_topic_score_gemma":0.0003497533,"domain_scores_codex":[0.9904498,0.002205056,0.001581967,0.001106432,0.001036501,0.003620172],"domain_scores_gemma":[0.9939994,0.00102829,0.0004261,0.00174621,0.0005474882,0.002252491],"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":[0.0009400381,0.00123298,0.1139848,0.003421319,0.0001839626,0.0004923213,0.04743017,7.050082e-7,0.0003287047,0.01603647,0.7902741,0.02567446],"study_design_scores_gemma":[0.003316961,0.001361172,0.1355887,0.00124279,0.000123697,0.00002851481,0.006816526,0.0003450738,0.0007443283,0.006657266,0.8425114,0.001263548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2431744,0.00523483,0.0001667127,0.008584765,0.007688473,0.003062284,0.0002115443,0.0005079241,0.7313691],"genre_scores_gemma":[0.857316,0.002478653,0.001301808,0.006384813,0.002501982,0.000227318,0.00005541867,0.0002236722,0.1295104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6141416,"threshold_uncertainty_score":0.9996719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2566221409402593,"score_gpt":0.4937123547042281,"score_spread":0.2370902137639688,"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."}}