{"id":"W2218194366","doi":"","title":"Recreational vs. Educational Computer Experience: Predicting Explicit and Implicit Learning Outcomes During a Website Search","year":2008,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Recreation; Psychology; Computer science; Social psychology; Applied psychology; Political 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004256508,0.0002029911,0.0001929684,0.000459997,0.001594019,0.0001451026,0.0005131286,0.0003972662,0.0004845267],"category_scores_gemma":[0.0004321379,0.000229315,0.0001447303,0.0004490932,0.0005794147,0.001514869,0.0001261866,0.0004965013,0.00003932213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000431414,"about_ca_system_score_gemma":0.001331661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002572768,"about_ca_topic_score_gemma":0.00001532507,"domain_scores_codex":[0.9982576,0.00004594434,0.000512449,0.0003310604,0.0004788737,0.0003740763],"domain_scores_gemma":[0.998077,0.0001363924,0.0002985503,0.0002019825,0.00117853,0.0001075237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001775477,0.0001789864,0.6800618,0.00002772293,0.0001053235,6.794219e-8,0.07579471,0.00002265331,0.0001744262,0.232952,0.001591253,0.009073372],"study_design_scores_gemma":[0.00145346,0.0001253589,0.7065859,0.0001121352,0.00005187228,0.0001174457,0.2203865,0.003402353,0.0007465894,0.01946387,0.04676371,0.0007908216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571706,0.00006889903,0.006675436,0.02823927,0.0009937132,0.0006410952,0.0000179927,0.0004133362,0.00577963],"genre_scores_gemma":[0.9838549,0.0002590192,0.01079188,0.0004434706,0.0003845165,0.0008361389,0.0002863946,0.00001346466,0.003130164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2134881,"threshold_uncertainty_score":0.9997058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02861423659089373,"score_gpt":0.3448569938976772,"score_spread":0.3162427573067834,"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."}}