{"id":"W2018733074","doi":"10.1145/1536513.1536546","title":"Time will tell","year":2009,"lang":"en","type":"article","venue":"","topic":"Digital Games and Media","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Division of Graduate Education; National Science Foundation","keywords":"Computer science; Socialization; Scheme (mathematics); Markup language; Code (set theory); Human–computer interaction; Multimedia; World Wide Web; Psychology; Programming language; Social psychology; XML","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007317072,0.00002042779,0.00003104517,0.000008160914,0.00002047318,0.00003154936,0.00006265708,0.00001879898,0.001360747],"category_scores_gemma":[0.00003907978,0.00001614495,0.00001861195,0.00005760912,0.00004694974,0.0001462682,0.000003476292,0.00001479524,0.0009536509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008568134,"about_ca_system_score_gemma":0.00002507959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001971097,"about_ca_topic_score_gemma":0.00003591909,"domain_scores_codex":[0.9997061,0.00000602886,0.00003128236,0.00004670592,0.00009915807,0.0001106807],"domain_scores_gemma":[0.9998609,0.00001262454,0.000006175943,0.00003798388,0.00001148992,0.00007076457],"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":[0.000001349748,0.00003563729,0.00005564394,2.434001e-7,0.000001272591,0.000002630625,0.002938069,4.140279e-7,0.00008391578,0.08650971,0.05024893,0.8601222],"study_design_scores_gemma":[0.00002569066,0.00001755583,0.0004255286,0.000001150239,6.810066e-7,7.897435e-8,0.0002709998,0.000003140684,0.0000296393,0.001487794,0.9977081,0.00002957825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0148734,0.00002104665,0.000008886383,0.002842021,0.00005530911,0.00003255421,2.65609e-7,0.00006398469,0.9821025],"genre_scores_gemma":[0.3215661,0.00001578382,0.0001219531,0.001265597,0.0001197127,1.920782e-7,4.474476e-7,9.058682e-7,0.6769093],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9474592,"threshold_uncertainty_score":0.9998242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009972427826257476,"score_gpt":0.270044249102907,"score_spread":0.2600718212766495,"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."}}