{"id":"W3128897687","doi":"10.1111/1540-6229.12341","title":"Diffused effort, asset heterogeneity, and real estate brokerage","year":2021,"lang":"en","type":"article","venue":"Real Estate Economics","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas College","funders":"","keywords":"Counterintuitive; Asset (computer security); Externality; Economics; Agency (philosophy); Real estate; Microeconomics; Listing (finance); Agency cost; Finance; Financial economics; Computer science; Shareholder","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":[0.001362608,0.0003118588,0.0005086273,0.0008532262,0.0002559915,0.002449162,0.0006588039,0.001237068,0.004386679],"category_scores_gemma":[0.004009646,0.0001950533,0.0003939185,0.001569163,0.001714136,0.002958687,0.0008802044,0.0009979317,0.0003271876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058092,"about_ca_system_score_gemma":0.0003119745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001398357,"about_ca_topic_score_gemma":0.000811707,"domain_scores_codex":[0.9993246,0.0002878376,0.00002981157,0.000151614,0.0001377493,0.00006847804],"domain_scores_gemma":[0.9954844,0.002558684,0.001114031,0.0003279133,0.0002868029,0.000228202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001106703,0.0001971444,0.01685874,0.0004156705,0.0002149565,0.0004812811,0.0004726371,0.03726382,0.0007917922,0.8699129,0.00536064,0.06791985],"study_design_scores_gemma":[0.00005623658,0.0001283949,0.02112274,0.0003264101,0.0001173795,0.0006528641,0.0004854781,0.03420107,0.0003661495,0.9047561,0.03774418,0.00004303753],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5870582,0.1704899,0.1107604,0.02000193,0.0005379144,0.00006271781,0.0003430349,0.0001207999,0.1106252],"genre_scores_gemma":[0.979129,0.01395346,0.001601342,0.0002565008,0.0004377881,0.00000945284,0.0000437653,0.000005680265,0.00456314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004386679,"threshold_uncertainty_score":0.01467496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02371263020695732,"score_gpt":0.2226639256486487,"score_spread":0.1989512954416914,"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."}}