{"id":"W3130245217","doi":"10.7202/1075262ar","title":"Dear Punchy","year":2021,"lang":"en","type":"article","venue":"Loading","topic":"Digital Games and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Representation (politics); Affect (linguistics); Video game; Key (lock); Aesthetics; Sociology; Media studies; Computer science; Multimedia; Communication; Art; Law; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00203747,0.0007539328,0.000616767,0.0009329399,0.005539319,0.005942621,0.001137991,0.003756661,0.08306381],"category_scores_gemma":[0.02177731,0.0003543884,0.0006207305,0.000445439,0.003252855,0.007695927,0.002998879,0.01346792,0.06207458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001222062,"about_ca_system_score_gemma":0.002693768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002149365,"about_ca_topic_score_gemma":0.005008371,"domain_scores_codex":[0.997669,0.0006796049,0.00008700976,0.0004350743,0.0008362242,0.0002930402],"domain_scores_gemma":[0.9937983,0.001191836,0.0005979645,0.0003527249,0.002300565,0.001758566],"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":[0.00003550181,0.00002601029,0.0005463207,0.00008105284,0.000008015941,0.0004307631,0.001767322,0.00002035346,0.0001764498,0.006625534,0.9552565,0.03502604],"study_design_scores_gemma":[0.000005291003,0.000027005,0.0002670298,0.0002038893,0.000005196683,0.001479421,0.003091777,0.0000375747,0.0001329902,0.00248051,0.9922511,0.00001814559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006184715,0.02584905,0.004309169,0.6655924,0.1748656,0.00008916824,0.0004227342,0.0009027239,0.1217844],"genre_scores_gemma":[0.04416504,0.01209876,0.003348896,0.3614829,0.02416882,0.0001363514,0.0002009713,0.0009116096,0.5534867],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08306381,"threshold_uncertainty_score":0.2778761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587662352822389,"score_gpt":0.2995096218367061,"score_spread":0.2736329983084822,"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."}}