{"id":"W4301398509","doi":"10.14324/111.444.ljcs.2021v36.001","title":"Introduction","year":2022,"lang":"en","type":"article","venue":"London Journal of Canadian Studies","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science","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":["insufficient_payload"],"category_scores_codex":[0.001671563,0.0005902014,0.000391243,0.001782847,0.003538144,0.007182021,0.001687581,0.002392403,0.4022525],"category_scores_gemma":[0.004580203,0.0002615352,0.0005031137,0.002347565,0.00163111,0.002380313,0.002195035,0.002148732,0.1626033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008925525,"about_ca_system_score_gemma":0.01283495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1131578,"about_ca_topic_score_gemma":0.1419476,"domain_scores_codex":[0.9981445,0.0002566716,0.0000507471,0.0003247933,0.0008429762,0.0003802771],"domain_scores_gemma":[0.9974214,0.000286262,0.00008021019,0.0002232879,0.001423737,0.0005651201],"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":[0.00002251502,0.00001394313,0.0003344364,0.0001297877,0.000001725594,0.00003948232,0.000570266,0.00003664303,0.00008064646,0.1030867,0.8449116,0.05077245],"study_design_scores_gemma":[0.000001401285,0.000002376185,0.0002676743,0.00006635414,6.191997e-7,0.00001507846,0.0002365024,0.000005691633,0.00001996069,0.002025565,0.9973562,0.000002622158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008483246,0.003507386,0.0009173792,0.02386091,0.01053063,0.0001014262,0.003036425,0.0002447279,0.9569528],"genre_scores_gemma":[0.009440753,0.002424584,0.0008217773,0.006696332,0.001778951,0.00009083473,0.001788898,0.0001449931,0.9768128],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5977475,"threshold_uncertainty_score":0.8526143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02888855826117714,"score_gpt":0.2600827160549346,"score_spread":0.2311941577937575,"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."}}