{"id":"W3005007194","doi":"10.21083/irss.v44i0.5836","title":"Greetings from Scotland:","year":2020,"lang":"en","type":"article","venue":"International Review of Scottish Studies","topic":"Historical Art and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Digitization; Ephemera; Experiential learning; Visual arts; History; Library science; Media studies; Sociology; Art; Engineering; Computer science; Pedagogy; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002731702,0.000511834,0.0004332198,0.0035957,0.006997136,0.007982861,0.0009096789,0.001359164,0.01500405],"category_scores_gemma":[0.007161131,0.0002467739,0.0002896794,0.006372764,0.005290593,0.003743174,0.005288094,0.001962719,0.001266914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006657266,"about_ca_system_score_gemma":0.009671796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1370392,"about_ca_topic_score_gemma":0.2378434,"domain_scores_codex":[0.9978193,0.0005528664,0.0001137439,0.0001699272,0.0008540303,0.0004901223],"domain_scores_gemma":[0.9965436,0.001486494,0.0005377423,0.00018233,0.00074236,0.0005073773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002162,0.0001072037,0.01156648,0.002570146,0.00003449916,0.007452491,0.5263155,0.00009163988,0.0009942403,0.06659801,0.08418129,0.2998723],"study_design_scores_gemma":[0.00001267254,0.00007037052,0.03049014,0.001029652,0.00001820659,0.001300783,0.2742628,0.00001680858,0.0002947196,0.00121333,0.691257,0.00003351919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4778062,0.067696,0.0005658689,0.04260964,0.003059333,0.0001219454,0.001262012,0.00007075557,0.4068083],"genre_scores_gemma":[0.8754752,0.06579157,0.0003773785,0.009997509,0.00093592,0.00005579487,0.0008013632,0.00007551134,0.04648979],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1370392,"threshold_uncertainty_score":0.2724831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07022403019908646,"score_gpt":0.2969843399788865,"score_spread":0.2267603097798,"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."}}