{"id":"W4254959926","doi":"10.1007/978-1-4939-7131-2_100385","title":"Firm Networks","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Business","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":[],"consensus_categories":[],"category_scores_codex":[0.0003834979,0.0003708634,0.0001854095,0.001547787,0.001203982,0.004647765,0.0008201642,0.001012886,0.1421198],"category_scores_gemma":[0.001811109,0.0002316818,0.0001672588,0.002040856,0.000752261,0.004547454,0.001971515,0.001002964,0.03615751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001776727,"about_ca_system_score_gemma":0.001245609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003354821,"about_ca_topic_score_gemma":0.004474406,"domain_scores_codex":[0.9996039,0.00007790603,0.00001366541,0.00009276909,0.0001477437,0.00006393285],"domain_scores_gemma":[0.9995282,0.0001084603,0.0000566969,0.0001075266,0.0001018747,0.00009725284],"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":[0.00001136253,0.00002142533,0.0004088908,0.00005880095,0.000004114408,0.00006834346,0.000519437,0.0005092903,0.000217405,0.7573848,0.08600501,0.1547912],"study_design_scores_gemma":[0.00000289573,0.000008562207,0.0005680713,0.00008676326,0.000003413045,0.00008991434,0.0004099361,0.0005247657,0.0001429268,0.1041513,0.8940074,0.000004203369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001661215,0.0005993759,0.003952225,0.001172368,0.00009779836,0.00002725625,0.0001728557,0.00007311463,0.9922438],"genre_scores_gemma":[0.08687074,0.002418388,0.00294887,0.0004998014,0.0001448011,0.00009906647,0.0006166892,0.00007450253,0.9063272],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1421198,"threshold_uncertainty_score":0.475438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01987352362355501,"score_gpt":0.2055168231531239,"score_spread":0.1856432995295689,"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."}}