{"id":"W4376647330","doi":"10.32920/22843508.v1","title":"Condominium Townhouse Investment","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Accounting Education and Careers","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Real estate; Investment (military); Class (philosophy); Qualitative analysis; Revenue; Business; Business opportunity; Sunk costs; Marketing; Economics; Qualitative research; Finance; Microeconomics; Sociology; Computer science; Political 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":[],"consensus_categories":[],"category_scores_codex":[0.0003677459,0.0002895695,0.00009264048,0.0006795245,0.00154858,0.002906718,0.0007001998,0.0007223822,0.1129919],"category_scores_gemma":[0.001137706,0.000166563,0.0001449117,0.0008354186,0.0006076918,0.0009338941,0.000763727,0.001194316,0.008954629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004151606,"about_ca_system_score_gemma":0.001582808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01900201,"about_ca_topic_score_gemma":0.03694721,"domain_scores_codex":[0.9993402,0.00006422192,0.0000132934,0.0001048821,0.0003544225,0.0001229425],"domain_scores_gemma":[0.9996245,0.0000713159,0.00002368666,0.00003414661,0.0001048086,0.0001414845],"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":[0.0002588207,0.0002223779,0.007091155,0.0002076479,0.000007325652,0.00684077,0.00287863,0.001777095,0.002905966,0.2404607,0.5453575,0.1919921],"study_design_scores_gemma":[0.00001307135,0.00005193762,0.003100766,0.00006201003,0.000002248412,0.0007619284,0.0007653359,0.0006761055,0.001254844,0.001934042,0.9913676,0.00001000006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0340003,0.0006325765,0.001061019,0.002293956,0.0003099372,0.0001273651,0.0005908515,0.000113888,0.9608701],"genre_scores_gemma":[0.2763269,0.0009373085,0.00256505,0.0003042708,0.000102061,0.000104958,0.0007850443,0.00007196892,0.7188025],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1129919,"threshold_uncertainty_score":0.3779954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05376049771377181,"score_gpt":0.2673187528954831,"score_spread":0.2135582551817113,"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."}}