{"id":"W2972680698","doi":"10.69554/yewc8568","title":"CRE: Are we approaching an inflection point?","year":2014,"lang":"en","type":"article","venue":"Corporate real estate journal","topic":"Leadership and Management in Organizations","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Inflection point; Inflection; Point (geometry); Computer science; Mathematics; Artificial intelligence; Geometry","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007819554,0.000196915,0.0001846175,0.0003838183,0.000646047,0.001150578,0.000276244,0.00006690609,0.0001762909],"category_scores_gemma":[0.00009784491,0.0001769972,0.00006017166,0.0006689053,0.00004748845,0.00310846,0.00008848992,0.0003531201,0.0002033588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005598944,"about_ca_system_score_gemma":0.00002819511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001398256,"about_ca_topic_score_gemma":0.0001443951,"domain_scores_codex":[0.9987637,0.00005310003,0.0003438989,0.0002347897,0.0002752659,0.0003292273],"domain_scores_gemma":[0.9985471,0.00002108658,0.0009094571,0.0002164372,0.0002554849,0.00005038089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003334348,0.001282495,0.1677286,0.00119017,0.000345153,0.000299636,0.002907186,0.02373524,0.004504434,0.138462,0.1702018,0.4890099],"study_design_scores_gemma":[0.004442975,0.0002428395,0.04890724,0.0003278984,0.0006308093,0.0003006206,0.01395243,0.1069701,0.0003164236,0.1280731,0.6935802,0.002255389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5029905,0.00003015512,0.1543636,0.02257252,0.00378259,0.0006007735,0.000003238217,0.001070027,0.3145865],"genre_scores_gemma":[0.9902165,0.0009054948,0.00105555,0.00255934,0.003957712,0.00000616449,0.00006493081,0.00009056887,0.001143759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5233784,"threshold_uncertainty_score":0.9998863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07019348555565538,"score_gpt":0.2415092643976993,"score_spread":0.171315778842044,"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."}}