{"id":"W4386708466","doi":"10.1108/cfw-06-2022-0004","title":"Covergalls Incorporated","year":2023,"lang":"en","type":"article","venue":"The Case For Women","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Inclusion (mineral); Entrepreneurship; Strengths and weaknesses; Diversity (politics); Politics; Political science; Public relations; Business; Sociology; Psychology; Social science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006100755,0.0005760366,0.0002880133,0.001904143,0.001761582,0.00528044,0.001326274,0.002423621,0.778717],"category_scores_gemma":[0.003801584,0.0003627093,0.0003880448,0.001283367,0.0008841433,0.003746052,0.004156498,0.001515975,0.3874078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001393114,"about_ca_system_score_gemma":0.001326452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001988707,"about_ca_topic_score_gemma":0.004437578,"domain_scores_codex":[0.9991252,0.000123061,0.00003689018,0.0001420333,0.0004775272,0.00009530517],"domain_scores_gemma":[0.9985833,0.0003099099,0.00009201256,0.0003462135,0.0004150835,0.0002535088],"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":[0.0000537274,0.00003870666,0.0002895693,0.0002202853,0.000003309227,0.0003557709,0.0005042709,0.00009752092,0.0007753542,0.03203118,0.7725128,0.1931175],"study_design_scores_gemma":[0.000002308718,0.000006021728,0.0001374458,0.0000583609,6.784065e-7,0.00008047991,0.00009358608,0.00004053513,0.0001399681,0.001308929,0.9981294,0.00000226575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001302586,0.0003534663,0.00125426,0.003065944,0.001083471,0.0001171454,0.001951739,0.002122571,0.9887489],"genre_scores_gemma":[0.00499573,0.000240912,0.0007400014,0.0006832042,0.0001675818,0.00006952253,0.0009529403,0.0007733335,0.9913768],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.778717,"threshold_uncertainty_score":0.3156332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02749767609234196,"score_gpt":0.2332515674484193,"score_spread":0.2057538913560774,"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."}}