{"id":"W2561746565","doi":"","title":"WXN Presents Prof. Poonam Puri: The Pipeline Problem: Board Diversity in Canada","year":2016,"lang":"en","type":"article","venue":"","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pipeline (software); Diversity (politics); Political science; Computer science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001848142,0.000306679,0.0003084507,0.001288932,0.01308361,0.005207628,0.001034366,0.004317638,0.08203337],"category_scores_gemma":[0.007108567,0.0002812532,0.0002236917,0.001858737,0.001599582,0.001956689,0.00196429,0.003789833,0.006484004],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02957872,"about_ca_system_score_gemma":0.04644527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8641475,"about_ca_topic_score_gemma":0.9446774,"domain_scores_codex":[0.9981364,0.0001540263,0.00004200008,0.0002094772,0.0008576327,0.0006004418],"domain_scores_gemma":[0.9939454,0.000531424,0.0001757188,0.00006409429,0.002739725,0.002543719],"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":[0.00001489503,0.00001185554,0.003422844,0.00003418715,0.000003853276,0.000372352,0.001208899,0.0001184509,0.0001552758,0.006244809,0.9609996,0.02741291],"study_design_scores_gemma":[0.000003765562,0.000008738333,0.004348383,0.00005540617,0.000003582076,0.0002121005,0.003731849,0.0001940459,0.0001832628,0.001117309,0.9901214,0.00002018367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01185596,0.006408765,0.001520677,0.8370134,0.01161064,0.0001135442,0.0007350065,0.0002226592,0.1305194],"genre_scores_gemma":[0.1182845,0.00582364,0.0009346645,0.07252298,0.002781573,0.00003455397,0.0003175494,0.000180201,0.7991204],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9704213,"threshold_uncertainty_score":0.274429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01909105464244422,"score_gpt":0.1767648552684859,"score_spread":0.1576738006260417,"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."}}