{"id":"W2980377078","doi":"10.1002/pra2.121","title":"The false trade‐off of relevance for safety in children's search systems","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Library Science and Administration","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Relevance (law); The Internet; Quality (philosophy); Child safety; Psychology; Internet privacy; Public relations; Computer science; Political science; World Wide Web; Engineering","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":[0.04354032,0.0003876651,0.0005876363,0.00321731,0.003132613,0.009709127,0.001226862,0.003515799,0.003088447],"category_scores_gemma":[0.1438423,0.0009926865,0.0003855169,0.001275752,0.0198089,0.01492978,0.006678085,0.00493241,0.0006892541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003148928,"about_ca_system_score_gemma":0.003019977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00259199,"about_ca_topic_score_gemma":0.00216896,"domain_scores_codex":[0.9516304,0.03018698,0.003049944,0.001988726,0.01189676,0.001247136],"domain_scores_gemma":[0.7481241,0.1985881,0.02272026,0.01365724,0.01441482,0.002495482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005163849,0.0002256514,0.08874499,0.001020175,0.00004709513,0.001998909,0.4706573,0.0006057068,0.006998435,0.3456009,0.004160449,0.07942399],"study_design_scores_gemma":[0.0002497689,0.001404734,0.1322841,0.004019334,0.0004132702,0.01182845,0.2783959,0.008693523,0.03587621,0.3863134,0.1401007,0.0004205898],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8672315,0.00231666,0.03758245,0.02809258,0.0001280406,0.00008557751,0.0001272011,0.0004236404,0.06401227],"genre_scores_gemma":[0.9956599,0.0001973321,0.002846881,0.0005319075,0.00002390486,0.00002683106,0.00001378775,0.00005013381,0.0006493907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04354032,"threshold_uncertainty_score":0.2302659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008537508951294313,"score_gpt":0.2618185253395447,"score_spread":0.2532810163882504,"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."}}