{"id":"W2126252717","doi":"10.1145/2531602.2531701","title":"GEMS","year":2014,"lang":"en","type":"article","venue":"","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Storytelling; Narrative; Computer science; Reflection (computer programming); Interactive storytelling; Space (punctuation); World Wide Web; Human–computer interaction; Digital storytelling; Multimedia","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001233921,0.0008753976,0.0005272899,0.001386642,0.001243598,0.002998959,0.001470297,0.001226187,0.2542093],"category_scores_gemma":[0.003026983,0.0004243058,0.0005857663,0.0009822943,0.0005196847,0.00262989,0.003732766,0.00106148,0.1215465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008613795,"about_ca_system_score_gemma":0.001012574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002890199,"about_ca_topic_score_gemma":0.00519646,"domain_scores_codex":[0.9990854,0.0001552568,0.00005669882,0.0001984161,0.0003637017,0.0001405025],"domain_scores_gemma":[0.9988459,0.0001495963,0.00005391669,0.0002338204,0.0003635937,0.0003530604],"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":[0.0009451762,0.0001629775,0.002248744,0.0005413485,0.00003071851,0.000453451,0.001088718,0.0007658126,0.008267413,0.04945828,0.648737,0.2873004],"study_design_scores_gemma":[0.00002285852,0.00004172602,0.0006729211,0.00005138382,0.000007029805,0.0001583633,0.0001559624,0.0005971942,0.000959073,0.002426375,0.9948949,0.00001215458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01913241,0.002334625,0.0601308,0.003654465,0.004110105,0.0006772249,0.01810221,0.03357257,0.8582856],"genre_scores_gemma":[0.09369142,0.001768814,0.05672013,0.001911802,0.0005001383,0.000472426,0.03540513,0.006998446,0.8025317],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2542093,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008031673893135423,"score_gpt":0.2330533321093508,"score_spread":0.2250216582162154,"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."}}