{"id":"W7139078601","doi":"10.14288/canlit.vi262.198793","title":"Might As Well","year":2023,"lang":"en","type":"article","venue":"Open Collections","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001703019,0.0008956006,0.0005228175,0.00147787,0.02027403,0.009937788,0.001092247,0.004048571,0.1941893],"category_scores_gemma":[0.007848099,0.0004937217,0.0004933174,0.00182482,0.006969674,0.006893015,0.004009461,0.005386862,0.06665719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0115081,"about_ca_system_score_gemma":0.01322824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4089676,"about_ca_topic_score_gemma":0.7486864,"domain_scores_codex":[0.9980926,0.0002978873,0.00003618694,0.0001510178,0.0006813598,0.0007409469],"domain_scores_gemma":[0.9967164,0.0002875065,0.00008791177,0.0002581631,0.001545682,0.001104269],"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":[0.00004456483,0.00001969194,0.000327527,0.00004609757,0.000002942117,0.0002071353,0.004870242,0.00002707555,0.0001568247,0.07793431,0.904113,0.01225067],"study_design_scores_gemma":[0.000003466849,0.000004186495,0.0002529432,0.0000512381,0.000001782873,0.00008323367,0.003457474,0.00001442175,0.00005465269,0.003242994,0.9928155,0.00001819113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002582392,0.002832872,0.001190608,0.04900454,0.007237443,0.0001448704,0.0009367114,0.0005558719,0.9355147],"genre_scores_gemma":[0.04629456,0.001728846,0.00124062,0.01208444,0.0006809673,0.00007500438,0.0003908777,0.0005745851,0.9369301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4089676,"threshold_uncertainty_score":0.8131743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273339005862197,"score_gpt":0.2648012069642519,"score_spread":0.2420678169056299,"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."}}