{"id":"W1503869792","doi":"","title":"An Exploration of Potential Growth Strategies for Niche Family Businesses : A Study of Family Firms in the Canadian Market","year":2012,"lang":"en","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Niche; Business; Niche market; Industrial organization; Marketing; Economic geography; Geography; Ecology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009296736,0.0002179941,0.0003245389,0.001622081,0.0002377667,0.000140056,0.0009614766,0.0001777861,0.00002024238],"category_scores_gemma":[0.0003248488,0.0001699737,0.00004554137,0.002204996,0.0002329304,0.01043186,0.0001605699,0.0001749602,0.00000358708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003579204,"about_ca_system_score_gemma":0.0002585622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06137117,"about_ca_topic_score_gemma":0.03546589,"domain_scores_codex":[0.9982766,0.00001919891,0.0006800378,0.0002946498,0.0003700696,0.0003594326],"domain_scores_gemma":[0.9974872,0.00001884747,0.000582443,0.0007616248,0.001127081,0.00002274143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008078099,0.009340924,0.6645593,0.003500299,0.0002065812,0.0000110754,0.001421556,0.002981346,0.01254807,0.2328101,0.04570333,0.02610966],"study_design_scores_gemma":[0.003789418,0.00023849,0.8950969,0.0003382206,0.0002732786,0.00000184366,0.03410503,0.02021359,0.0006393677,0.002068536,0.04246343,0.000771917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919156,0.0001287849,0.002454855,0.001570761,0.0004054865,0.001147025,0.0001079466,0.00007577439,0.002193806],"genre_scores_gemma":[0.9973629,0.00002696346,0.0008154399,0.000297566,0.0001647149,0.000284941,0.001019313,0.00001783841,0.00001032266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2307415,"threshold_uncertainty_score":0.9821343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0548157887919438,"score_gpt":0.2854105635477258,"score_spread":0.230594774755782,"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."}}