{"id":"W6991808990","doi":"","title":"Improving the Resilience of SMEs: Succession Planning for Canadian Family-Run Small Businesses","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Succession planning; Sensemaking; Small business; Process (computing); Ecological succession; Resilience (materials science); Psychological resilience","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":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.002206414,0.0006552553,0.0008933124,0.005379244,0.003553658,0.0004181149,0.007325979,0.0009247256,0.000005969533],"category_scores_gemma":[0.0004357812,0.0006657408,0.0003100075,0.004883561,0.001776716,0.0009419235,0.001763282,0.001435987,0.0001504486],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003057182,"about_ca_system_score_gemma":0.006621841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7575992,"about_ca_topic_score_gemma":0.491438,"domain_scores_codex":[0.99366,0.001399076,0.0003690356,0.0015902,0.00128288,0.001698855],"domain_scores_gemma":[0.9942018,0.0009976644,0.0007743656,0.001817241,0.001389561,0.000819299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001740957,0.0001833256,0.005246473,0.0008664283,0.0006804577,0.003634507,0.0008493864,0.0003712606,0.008069769,0.7339296,0.2434454,0.0009824313],"study_design_scores_gemma":[0.001707369,0.0002355448,0.002353194,0.001997267,0.0002413772,0.0000121179,0.01161297,0.0002946889,0.0006115417,0.00001427847,0.9801118,0.0008079011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006816235,0.0003012075,0.0002673065,0.0001733717,0.0005379355,0.003449802,0.0008252105,0.0004439122,0.987185],"genre_scores_gemma":[0.01171008,0.000226158,0.0005507158,0.00002068954,0.0002178292,0.000003505978,0.00009732717,0.000929702,0.986244],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7366664,"threshold_uncertainty_score":0.9995794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08461112805807776,"score_gpt":0.3095528099536741,"score_spread":0.2249416818955964,"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."}}