{"id":"W1531511108","doi":"10.2139/ssrn.2370476","title":"Economic Analysis of the European Cement Industry","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Capital Investment and Risk Analysis","field":"Economics, Econometrics and Finance","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Profitability index; Competition (biology); Investment (military); Business; Industrial organization; Capital investment; Business cycle; Capital (architecture); Finance; Economics; Macroeconomics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001288613,0.0001091407,0.0003133024,0.0003696425,0.000127292,0.00006684293,0.0003988979,0.00006449294,0.001132165],"category_scores_gemma":[0.00001504503,0.00008431714,0.0005036782,0.0004353616,0.00005483907,0.00017125,0.00006702892,0.0009018561,0.0004743693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000568577,"about_ca_system_score_gemma":0.0001278998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001150244,"about_ca_topic_score_gemma":0.0008606783,"domain_scores_codex":[0.998367,0.0000489296,0.0005875326,0.0001754722,0.00003902315,0.0007820323],"domain_scores_gemma":[0.9990719,0.00001328283,0.0005558358,0.0002814037,0.00002119887,0.00005640043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001470637,0.00004150867,0.1352054,0.000001117516,0.002663081,1.724017e-7,0.0001138632,0.001362526,0.00001836725,0.8593295,0.0003428008,0.0009202447],"study_design_scores_gemma":[0.0004946153,0.00009170067,0.2890337,0.000005882244,0.0006516536,0.00001086856,0.001118439,0.006160304,0.00005222458,0.6990653,0.003015039,0.0003002444],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748631,0.009759312,0.0001723816,0.0009956454,0.0001767323,0.00008333814,0.00001441194,0.000006846033,0.01392821],"genre_scores_gemma":[0.9894824,0.005372532,0.00001346664,0.0001033653,0.0001189281,0.000002677964,0.000004063062,0.00001314366,0.004889436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1602642,"threshold_uncertainty_score":0.999781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157357213335857,"score_gpt":0.1951454957630459,"score_spread":0.1835719236296873,"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."}}