{"id":"W2066915542","doi":"10.1145/2793107.2810263","title":"Tool Design Jam","year":2015,"lang":"en","type":"article","venue":"","topic":"Educational Games and Gamification","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Electronic Arts (Canada); Ontario Tech University","funders":"","keywords":"Computer science; Data science; Outcome (game theory); Software; State (computer science); Software engineering; Human–computer interaction; World Wide Web","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":[0.02988151,0.003084288,0.001385444,0.005337121,0.003439766,0.009894845,0.005088812,0.003938517,0.08510172],"category_scores_gemma":[0.06697263,0.002236723,0.002516319,0.002538417,0.00292799,0.009501725,0.0122938,0.004402947,0.0259317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002185995,"about_ca_system_score_gemma":0.005462898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005973923,"about_ca_topic_score_gemma":0.0009537797,"domain_scores_codex":[0.9788643,0.009635215,0.002190748,0.002851682,0.005016425,0.001441697],"domain_scores_gemma":[0.9523962,0.02368412,0.001296552,0.01197329,0.008391866,0.002258039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001539496,0.0007554378,0.001214279,0.004684614,0.0001478781,0.001146489,0.03275215,0.003351425,0.01950151,0.1951729,0.1811509,0.5585828],"study_design_scores_gemma":[0.0001885705,0.0002890908,0.0004202105,0.0007994806,0.00005903302,0.0005125618,0.001896391,0.004069756,0.004430376,0.03422846,0.9530241,0.00008188032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00853533,0.0007632135,0.8412329,0.003583196,0.002197255,0.006654972,0.002336909,0.02768926,0.1070071],"genre_scores_gemma":[0.06299876,0.0006565587,0.8142664,0.002901617,0.0004659212,0.01386355,0.003223028,0.01782919,0.08379506],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08510172,"threshold_uncertainty_score":0.2846936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1517733787480121,"score_gpt":0.3813964233080605,"score_spread":0.2296230445600483,"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."}}