{"id":"W1524941005","doi":"","title":"FAMILY BUSINESSES IN THE IRISH SERVICES SECTOR: PROFILE AND PRODUCTIVITY","year":2009,"lang":"en","type":"article","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Irish; Quarter (Canadian coin); Productivity; Product (mathematics); Hospitality; Financial services; Labour economics; Finance; Marketing; Demographic economics; Economics; Economic growth; Tourism","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":[0.0007717137,0.0002005975,0.0001513334,0.003217446,0.001183972,0.001767423,0.000453179,0.0002743827,0.01121413],"category_scores_gemma":[0.002309371,0.0001270573,0.0002225738,0.002607805,0.0005042833,0.001113406,0.001087327,0.0004434048,0.004662648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002425023,"about_ca_system_score_gemma":0.002151959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07460145,"about_ca_topic_score_gemma":0.07077133,"domain_scores_codex":[0.9992813,0.00006127737,0.00003373624,0.0000451245,0.0002173512,0.0003611249],"domain_scores_gemma":[0.9969171,0.000104204,0.0004549801,0.00005571766,0.0009603834,0.001507611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002591184,0.0002166263,0.8940423,0.00005027932,0.00001120838,0.0004422456,0.004121278,0.0001066188,0.0004120997,0.0004996801,0.01830376,0.08153486],"study_design_scores_gemma":[0.000005642387,0.0001272758,0.9625879,0.00004358692,0.000004385521,0.0007464007,0.0121113,0.0001446626,0.0001765447,0.0001383561,0.02389576,0.00001812575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549643,0.0007993872,0.0001443754,0.001432114,0.00004518824,0.00005485446,0.003045898,0.00003981657,0.03947398],"genre_scores_gemma":[0.9709699,0.001250689,0.0001923202,0.0002349024,0.00005369271,0.00002831634,0.001912688,0.00002254417,0.02533494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07460145,"threshold_uncertainty_score":0.1483344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01589839701002614,"score_gpt":0.2281215551963338,"score_spread":0.2122231581863076,"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."}}