{"id":"W6944128644","doi":"10.17613/s23bz-cge55","title":"The WALLPAPER Volume 3, Number 12","year":2022,"lang":"en","type":"article","venue":"Knowledge Commons (Lakehead University)","topic":"Literature, Film, and Journalism Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wallpaper; Quarter (Canadian coin); Section (typography); Minor (academic); Series (stratigraphy); Displacement (psychology)","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":[0.0004242688,0.0004810388,0.0002676747,0.001458034,0.003366197,0.007250048,0.0005409713,0.001447892,0.2160803],"category_scores_gemma":[0.0020439,0.0002592045,0.0002060933,0.00297827,0.001756758,0.002170389,0.001197115,0.00190963,0.06793038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003942721,"about_ca_system_score_gemma":0.0018237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01955978,"about_ca_topic_score_gemma":0.04138119,"domain_scores_codex":[0.9995998,0.00004185582,0.00001435936,0.00008236829,0.0001920407,0.00006947551],"domain_scores_gemma":[0.999441,0.0001401596,0.00006038166,0.00005098173,0.0001704213,0.0001370534],"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":[0.0000241316,0.00001404461,0.0004503207,0.00008722188,0.00000156356,0.00003027592,0.0002789195,0.00001180631,0.0001749427,0.006362075,0.9680815,0.02448314],"study_design_scores_gemma":[0.000002663559,0.000009031084,0.002926197,0.0002152659,0.000001158902,0.00002536565,0.0004439401,0.000007193358,0.00007658506,0.0004357877,0.995854,0.000002773699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003125566,0.01860635,0.0002159444,0.01126908,0.0170703,0.00006467213,0.001725446,0.0001759497,0.9477468],"genre_scores_gemma":[0.01099851,0.005579536,0.00007276681,0.001948974,0.002015676,0.00005181627,0.0006745704,0.0001381483,0.97852],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2160803,"threshold_uncertainty_score":0.7228607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279037673628685,"score_gpt":0.2089307000486435,"score_spread":0.1861403233123567,"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."}}