{"id":"W3199182395","doi":"10.5210/spir.v2021i0.11934","title":"PASSION, PIPELINES, AND PRECARITY: WORKING LIVES IN GAMES FROM THE PERSPECTIVE OF HIGHER EDUCATION","year":2021,"lang":"en","type":"article","venue":"AoIR Selected Papers of Internet Research","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Precarity; Scholarship; Workforce; Public relations; Sociology; Political science; Gender studies; 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":[],"consensus_categories":[],"category_scores_codex":[0.003293704,0.0007404605,0.00043623,0.00216666,0.02072082,0.01936074,0.001849917,0.002681683,0.003908134],"category_scores_gemma":[0.004071801,0.0003581672,0.0003588218,0.001182798,0.05054452,0.0133787,0.01518716,0.006596146,0.0005532794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005217002,"about_ca_system_score_gemma":0.003773045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01060903,"about_ca_topic_score_gemma":0.01399225,"domain_scores_codex":[0.9952877,0.002970336,0.00007520494,0.0002929522,0.0003760548,0.000997756],"domain_scores_gemma":[0.9969975,0.0009885044,0.0002575974,0.0001519335,0.0001460658,0.001458491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000220948,0.0000274889,0.002480115,0.00002551124,0.000004065439,0.0003195416,0.943707,0.00005133121,0.0001284108,0.04729863,0.001291063,0.00464467],"study_design_scores_gemma":[0.000002624402,0.00002387959,0.001718334,0.00008366769,0.00000249742,0.000183787,0.9585436,0.00007765616,0.00007399396,0.01155664,0.02772008,0.00001322609],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.868638,0.003065709,0.002959588,0.02452529,0.0003410722,0.00004145112,0.00004549637,0.00003753013,0.1003458],"genre_scores_gemma":[0.9923961,0.0006856667,0.0003061643,0.000868603,0.00004321323,0.00001417193,0.00001405361,0.00002548875,0.005646578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02072082,"threshold_uncertainty_score":0.03785217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04245108498058989,"score_gpt":0.3724085328565697,"score_spread":0.3299574478759797,"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."}}