{"id":"W4250454570","doi":"10.1162/leon_a_00645","title":"@TransforMitt","year":2013,"lang":"en","type":"article","venue":"Leonardo","topic":"Digital Games and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Presidential system; Statement (logic); Politics; Political science; Media studies; Art; Computer science; Sociology; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007993185,0.0008018719,0.000423769,0.001297863,0.002376317,0.006379338,0.001106875,0.001754051,0.5906956],"category_scores_gemma":[0.003675441,0.000388945,0.0005321804,0.001067983,0.0008723011,0.003801506,0.003672026,0.001759274,0.3980576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129085,"about_ca_system_score_gemma":0.001161444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002287743,"about_ca_topic_score_gemma":0.004633596,"domain_scores_codex":[0.999049,0.0001531041,0.00003153276,0.0002028968,0.0003761737,0.00018724],"domain_scores_gemma":[0.9986084,0.0002117229,0.00008819698,0.0002680552,0.0002637429,0.0005597762],"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":[0.0002499342,0.0001797949,0.001318584,0.0001699913,0.000007482742,0.0003886628,0.0006762118,0.0001155621,0.002513292,0.04141411,0.6903686,0.2625977],"study_design_scores_gemma":[0.00001130912,0.00001834621,0.0002692079,0.00002442871,0.000002163691,0.0001100405,0.0001512248,0.0001832464,0.0006846025,0.002630434,0.9959081,0.000006756085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00444337,0.0007335651,0.007465254,0.004900731,0.001159876,0.0001081923,0.002447478,0.01690775,0.9618337],"genre_scores_gemma":[0.02052161,0.0004263784,0.00347501,0.0009805146,0.0001352929,0.00009461319,0.002955777,0.003705904,0.9677048],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5906956,"threshold_uncertainty_score":0.5838231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278729533026851,"score_gpt":0.2648210086626347,"score_spread":0.2520337133323662,"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."}}