{"id":"W7132397672","doi":"","title":"S Real Estate Company: The Critical Moment of Reform","year":2015,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Moment (physics); Real estate; Work (physics); Control (management)","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.001969618,0.001349303,0.001586681,0.0006271832,0.001500717,0.0001846918,0.001908989,0.001025533,0.001308598],"category_scores_gemma":[0.0005154643,0.001007268,0.0006525209,0.0008368009,0.01386048,0.0004300482,0.0008132447,0.001699148,0.005569454],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008127682,"about_ca_system_score_gemma":0.01093343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003358675,"about_ca_topic_score_gemma":0.0001803545,"domain_scores_codex":[0.9896083,0.0007971825,0.002487772,0.001484688,0.004366075,0.001255977],"domain_scores_gemma":[0.9926472,0.0003616453,0.001407364,0.002438822,0.002186365,0.0009585855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002645131,0.004839359,0.0003558102,0.00210192,0.003145292,0.00277,0.003690179,0.002829103,0.0173086,0.5442431,0.4129588,0.003112701],"study_design_scores_gemma":[0.001383956,0.0004028617,0.001684418,0.001766598,0.0008399943,0.001635778,0.0008190885,0.0007893538,0.001708477,0.0006239634,0.9871842,0.001161291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005513847,0.001899828,0.00009188232,0.0002843788,0.00880227,0.001259698,0.001539379,0.000204082,0.9804046],"genre_scores_gemma":[0.5932029,0.002204932,0.001905874,0.0001287729,0.007486152,0.0003984618,0.001010182,0.001434088,0.3922287],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.588176,"threshold_uncertainty_score":0.9999258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0279968351789937,"score_gpt":0.297850834012606,"score_spread":0.2698539988336123,"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."}}