{"id":"W4230084101","doi":"10.1016/s1365-6937(04)00089-9","title":"Canadian firm raises funds to service new contracts","year":2004,"lang":"en","type":"article","venue":"Filtration Industry Analyst","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Service (business); Finance; Capital (architecture); Industrial organization; Marketing; Geography","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002607326,0.0002197343,0.0002020633,0.0006499595,0.0002932776,0.0008218054,0.0003904586,0.0003388346,0.00161058],"category_scores_gemma":[0.0003606685,0.0002335883,0.00005764953,0.002311744,0.00001310751,0.001983111,0.00005248226,0.0004118266,0.00207164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002564267,"about_ca_system_score_gemma":0.0008031413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3303967,"about_ca_topic_score_gemma":0.5245496,"domain_scores_codex":[0.9985025,0.00001045585,0.0003179439,0.0003566466,0.0002996829,0.0005127716],"domain_scores_gemma":[0.9989855,0.00002159037,0.0001590517,0.0003515991,0.0002946435,0.0001875841],"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":[0.0001484358,0.0003282732,0.2091878,0.0002573305,0.0004430879,0.0002305393,0.001132904,0.05769978,0.007452358,0.1142362,0.6046016,0.004281712],"study_design_scores_gemma":[0.001340477,0.00001893512,0.1050986,0.000120674,0.0001359558,0.000009479684,0.0006646859,0.0006491998,0.001195994,0.001946055,0.8880293,0.000790586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6874791,0.00002825331,0.0005787634,0.1184106,0.0006652531,0.0006425335,0.00002234429,0.0003292086,0.1918439],"genre_scores_gemma":[0.9691222,3.468296e-7,0.0001502622,0.02643292,0.002184965,0.00002208349,0.0002331836,0.00002518666,0.001828877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2834278,"threshold_uncertainty_score":0.9993021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04751617169384861,"score_gpt":0.2670708785149095,"score_spread":0.2195547068210609,"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."}}