{"id":"W2057533759","doi":"10.1177/0270467612469066","title":"Game On","year":2012,"lang":"en","type":"article","venue":"Bulletin of Science Technology & Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Computer 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002184144,0.0001730264,0.0002299241,0.0003301882,0.0003006462,0.00001251324,0.001252771,0.0002565084,0.0004445457],"category_scores_gemma":[0.0003978309,0.0001542481,0.0001454233,0.002988865,0.01402055,0.00008095714,0.0003894419,0.0003951609,0.005409664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002158545,"about_ca_system_score_gemma":0.00009993615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001367216,"about_ca_topic_score_gemma":1.758269e-7,"domain_scores_codex":[0.9976683,0.00001700423,0.000254133,0.0004130565,0.0006718767,0.0009756498],"domain_scores_gemma":[0.9986774,0.00006390124,0.0002032531,0.0007369259,0.0001883532,0.0001301431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001838661,0.0008734707,0.03162132,0.00002605283,0.0000345402,0.000001275046,0.002573451,0.0000171004,0.5381395,0.1312161,0.2916887,0.003790026],"study_design_scores_gemma":[0.00057696,0.0002575864,0.01681677,0.00006312771,0.00002351567,0.00003685529,0.005936678,0.00003831975,0.3668687,0.001701384,0.6072884,0.0003917636],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745702,0.0003311087,0.00003883575,0.005000189,0.0002236653,0.0002028912,0.00001017141,0.0007706099,0.01885231],"genre_scores_gemma":[0.9891829,0.00002507941,0.009701773,0.0005460591,0.0000437472,0.00002312823,6.759897e-7,0.00002798901,0.000448591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3155996,"threshold_uncertainty_score":0.9953647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445355876966155,"score_gpt":0.2685271801089636,"score_spread":0.2540736213393021,"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."}}