{"id":"W2899573127","doi":"10.1016/j.learninstruc.2018.08.002","title":"Beyond cold technology: A systematic review and meta-analysis on emotions in technology-based learning environments","year":2018,"lang":"en","type":"review","venue":"Learning and Instruction","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":363,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Boredom; Psychology; Anger; Curiosity; Social psychology; Value (mathematics); Control (management); Cognitive psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01095087,0.001925824,0.01145103,0.007660809,0.0008218869,0.00530873,0.002020154,0.002519011,0.003197098],"category_scores_gemma":[0.04276081,0.0009510144,0.01214303,0.008014424,0.001227241,0.003781126,0.00299677,0.002030413,0.0002388913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002594411,"about_ca_system_score_gemma":0.008777469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005175812,"about_ca_topic_score_gemma":0.02199977,"domain_scores_codex":[0.9905103,0.003208315,0.003647155,0.0009488483,0.001388379,0.0002970081],"domain_scores_gemma":[0.9746267,0.01965644,0.003561861,0.0005058386,0.00136011,0.0002890558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0004930085,0.00006753943,0.001949048,0.883224,0.062247,0.0001379386,0.0006089179,0.0001147244,0.0002600935,0.0003060731,0.0007593652,0.04983223],"study_design_scores_gemma":[0.0006450512,0.0004132467,0.009194382,0.4709115,0.5018539,0.0004507643,0.001137979,0.0001151552,0.0003120469,0.0009622167,0.01390551,0.00009816014],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001857902,0.9972407,0.0002265015,0.0001517336,0.00007404517,0.0001753954,0.0001212928,0.000004161795,0.0001483388],"genre_scores_gemma":[0.04299483,0.9533746,0.001444814,0.001089546,0.0001233908,0.0006043943,0.0002064454,0.00001005906,0.0001519234],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01145103,"threshold_uncertainty_score":0.05791438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0332085230724373,"score_gpt":0.3403612181551832,"score_spread":0.3071526950827458,"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."}}