{"id":"W198670895","doi":"10.2139/ssrn.2293995","title":"Offsets and Public Procurement","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Procurement; Business; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001196911,0.0004438178,0.0006555579,0.001380971,0.001588689,0.007565106,0.0005446336,0.00266091,0.04736275],"category_scores_gemma":[0.006052451,0.0003831332,0.0005102949,0.003126113,0.001854961,0.004854046,0.001573477,0.002465731,0.00296838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003940117,"about_ca_system_score_gemma":0.004407139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009995378,"about_ca_topic_score_gemma":0.01244603,"domain_scores_codex":[0.9991575,0.000261875,0.00004118766,0.0001039154,0.0001604241,0.0002750539],"domain_scores_gemma":[0.9967414,0.001778577,0.0006367688,0.0002245428,0.0003974547,0.0002213758],"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":[0.000157802,0.000105461,0.00580845,0.000106343,0.00003197022,0.0001646016,0.0001942532,0.009881105,0.0001695616,0.9534611,0.00931885,0.02060058],"study_design_scores_gemma":[0.00005201283,0.00006955521,0.00494541,0.0001203966,0.00005358473,0.0001331865,0.001661508,0.005319956,0.0004557357,0.9237975,0.06335709,0.00003404254],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2967564,0.01816752,0.01985129,0.0349502,0.000632796,0.00006042009,0.001610121,0.000289766,0.6276816],"genre_scores_gemma":[0.9056399,0.004807168,0.0007761559,0.0008300966,0.0002570404,0.00002248724,0.0002475717,0.00004297239,0.08737656],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04736275,"threshold_uncertainty_score":0.1584442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365255445217729,"score_gpt":0.2081943332292514,"score_spread":0.1845417787770741,"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."}}