{"id":"W4250199519","doi":"10.1002/div.5821","title":"Finning International Inc.","year":2007,"lang":"en","type":"article","venue":"Mergent s Dividend Achievers","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Plucking; Economic rent; Product (mathematics); Government (linguistics); Commerce; Finance; Industrial organization; Economics; Geography; Market economy","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":[0.0009775097,0.0001850007,0.0001388015,0.0004044051,0.0002200752,0.0002153346,0.0004296683,0.00005042286,0.001500192],"category_scores_gemma":[0.0000933481,0.0001801384,0.00009977787,0.0003087689,0.00003674191,0.0006698918,0.0003517593,0.0001534315,0.001031024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005734495,"about_ca_system_score_gemma":0.000005668568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004811765,"about_ca_topic_score_gemma":0.0001070427,"domain_scores_codex":[0.9984964,0.000005898703,0.0003044751,0.0003062084,0.0004802549,0.0004068313],"domain_scores_gemma":[0.9995223,0.00003679331,0.000142362,0.0002213392,0.00005328803,0.00002388582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001612356,0.00032015,0.6122937,0.0001556888,0.0003627271,0.0001957725,0.0003872599,0.003708032,0.00101364,0.0543533,0.2517288,0.07531969],"study_design_scores_gemma":[0.0004789854,0.000005142942,0.04966392,0.00002952593,0.00004482224,9.312579e-7,0.0008288907,0.002454678,0.00005928853,0.0008809657,0.9452569,0.000295984],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5877085,0.0001742931,0.05683525,0.02265007,0.01284777,0.0005791279,0.000007908555,0.0009571146,0.3182399],"genre_scores_gemma":[0.9912997,0.000009592252,0.000333991,0.003703994,0.001928006,0.000006022054,0.00007536235,0.00002840648,0.0026149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6935281,"threshold_uncertainty_score":0.9997468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378133155597148,"score_gpt":0.2279590307511306,"score_spread":0.2141776991951592,"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."}}