{"id":"W7007982939","doi":"","title":"Ameresco Canada Purchases Fame Facility Software Solutions [Health & Beauty Close - Up]","year":2012,"lang":"en","type":"other","venue":"","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Beauty; Software; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000390781,0.0005170508,0.001143295,0.0003435443,0.0003400863,0.00005829822,0.0004792263,0.0002462628,0.02503535],"category_scores_gemma":[0.0003672317,0.000531922,0.0002167017,0.0002013013,0.0003083693,0.0001165269,0.0004295181,0.0004091932,0.00535248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001539152,"about_ca_system_score_gemma":0.0004471501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9135283,"about_ca_topic_score_gemma":0.9231628,"domain_scores_codex":[0.9971503,0.00003721346,0.0006679089,0.0009280993,0.000126883,0.001089622],"domain_scores_gemma":[0.9977813,0.00007897917,0.0006929358,0.001089781,0.00004603324,0.0003109245],"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":[0.000004337451,0.00009750072,0.006809046,0.00008719404,0.000317164,7.196555e-7,0.0004249887,0.000004160551,3.631139e-8,0.02344159,0.9672049,0.001608416],"study_design_scores_gemma":[0.0002459724,0.000009047541,0.001138304,0.00002914449,0.0000145452,0.000001531152,0.0002256913,0.000002111377,1.230212e-7,0.004425139,0.9933216,0.0005868145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005411427,0.03734772,0.03014653,0.002155575,0.004328409,0.0008490038,0.03680066,0.0004717328,0.8878463],"genre_scores_gemma":[0.00133306,0.00327873,0.005668889,0.001007673,0.0004087683,0.00007692382,0.0005040871,0.0002327075,0.9874892],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0996429,"threshold_uncertainty_score":0.9997132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09120925901573627,"score_gpt":0.2716922206562589,"score_spread":0.1804829616405226,"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."}}