{"id":"W2625190437","doi":"10.14288/cl.v0i228-9.189125","title":"Notes from a CanLit Killjoy","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"History","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":[0.002069504,0.000615899,0.0004405775,0.001563817,0.01189322,0.006724422,0.001738539,0.005775261,0.08262754],"category_scores_gemma":[0.01259156,0.0002994904,0.0005961941,0.001242897,0.002951731,0.005061218,0.004365117,0.01079478,0.02053664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004024833,"about_ca_system_score_gemma":0.002826875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05267793,"about_ca_topic_score_gemma":0.1024745,"domain_scores_codex":[0.9977435,0.0004468459,0.0000669514,0.000349948,0.001075017,0.0003177493],"domain_scores_gemma":[0.994891,0.001664315,0.0001739332,0.0003594869,0.001664205,0.001246973],"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":[0.00002031999,0.00001578905,0.0000812602,0.0000172978,0.000002799265,0.0001361909,0.0006975483,0.00001502723,0.00008046445,0.006942863,0.9875623,0.00442816],"study_design_scores_gemma":[0.000004569352,0.000008282971,0.0002997978,0.00005639505,0.00000208208,0.00005831043,0.001737443,0.00002106134,0.0000896586,0.00125381,0.9964592,0.000009341616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005152911,0.007080639,0.001069927,0.6411471,0.05161006,0.00007658654,0.001189502,0.0003132058,0.2923601],"genre_scores_gemma":[0.02929029,0.002756736,0.0004373592,0.1217993,0.009620829,0.00005483958,0.0002734346,0.0003158959,0.8354514],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9473221,"threshold_uncertainty_score":0.2764167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05293265283284186,"score_gpt":0.3542871926055022,"score_spread":0.3013545397726604,"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."}}