{"id":"W3210055596","doi":"10.32920/ryerson.14656299.v1","title":"Mapping home: literary and filmic representations of multi-scalar dwelling","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Walter Benjamin Studies Compilation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; McGill University; Centre for Social Innovation; York University","funders":"","keywords":"Modernity; Sociology; Hospitality; Aesthetics; Late modernity; Epistemology; Art; Anthropology; History; Philosophy; Tourism","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009693098,0.0001780223,0.0003283598,0.0001623307,0.000189186,0.0002538426,0.0001129272,0.00006713447,0.0007271831],"category_scores_gemma":[0.00002828811,0.0001739544,0.00009952115,0.00003215691,0.0001525335,0.0001400804,0.0006739756,0.0002314982,0.00000507617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001777152,"about_ca_system_score_gemma":0.00002622426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002450182,"about_ca_topic_score_gemma":0.0002379055,"domain_scores_codex":[0.9988689,0.00005812031,0.0004267106,0.000374422,0.0001407089,0.0001310782],"domain_scores_gemma":[0.99906,0.0001162145,0.0001911536,0.0003357632,0.0002654185,0.00003146653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002107498,0.0004652308,0.01908065,0.00407459,0.00123961,0.00004152266,0.9027783,0.002430573,0.000739463,0.04753701,0.006010063,0.01558187],"study_design_scores_gemma":[0.004608499,0.0001875458,0.2160856,0.009251804,0.0008270641,0.00002950474,0.3451594,0.2520522,0.002995956,0.04163575,0.121819,0.005347542],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9122277,0.01181989,0.01237306,0.0004618901,0.002417976,0.0007290207,0.000218196,0.0002130347,0.05953924],"genre_scores_gemma":[0.9807038,0.000437906,0.009511624,0.00008119515,0.0003997688,0.00003597285,0.000345945,0.00002679339,0.008457009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5576189,"threshold_uncertainty_score":0.7962145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08512073857981452,"score_gpt":0.2805300509108421,"score_spread":0.1954093123310276,"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."}}