{"id":"W2098849717","doi":"10.1145/2556288.2557128","title":"Involving children in content control","year":2014,"lang":"en","type":"article","venue":"","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Qualitative research; Content (measure theory); Exploratory research; Control (management); Content analysis; Psychology; Computer science; Simple (philosophy); Work (physics); Medical education; Developmental psychology; Medicine; Engineering; Artificial intelligence; Sociology; Mathematics; Social 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":[],"consensus_categories":[],"category_scores_codex":[0.01635455,0.001406003,0.0004866579,0.002088387,0.004288882,0.006826081,0.002877825,0.002822383,0.006702844],"category_scores_gemma":[0.03758684,0.0006875775,0.0007474155,0.0009676002,0.01014072,0.007557989,0.009806871,0.002543482,0.0009128755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003411526,"about_ca_system_score_gemma":0.003784819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00321215,"about_ca_topic_score_gemma":0.003313479,"domain_scores_codex":[0.9722907,0.01939389,0.001023943,0.0031075,0.002745218,0.001438789],"domain_scores_gemma":[0.9614919,0.02420311,0.00375964,0.00530974,0.002173374,0.003062221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002410401,0.001175313,0.03267904,0.0008333471,0.00007507037,0.002969963,0.6899879,0.001246101,0.02773519,0.05577906,0.006956574,0.1803213],"study_design_scores_gemma":[0.0003408185,0.001371559,0.0176063,0.001618355,0.0002592438,0.007502181,0.2858165,0.006000257,0.03507452,0.06327955,0.5807485,0.0003821486],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.540917,0.001365227,0.3418202,0.008648508,0.000336716,0.002099215,0.0002003301,0.001946256,0.1026664],"genre_scores_gemma":[0.8788436,0.0004541453,0.1078178,0.0008877621,0.00005630759,0.001222203,0.0001102369,0.0002064123,0.01040156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01635455,"threshold_uncertainty_score":0.08649212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307334765156382,"score_gpt":0.2504488936108042,"score_spread":0.2273755459592404,"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."}}