{"id":"W2030814056","doi":"10.5539/ibr.v5n10p46","title":"The Crisis of Company Networks and Tools for its Prediction","year":2012,"lang":"en","type":"article","venue":"International Business Research","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Originality; Value (mathematics); Field (mathematics); Theme (computing); Empirical research; Connection (principal bundle); State (computer science); Management science; Computer science; Knowledge management; Data science; Qualitative research; Sociology; Economics; Engineering; Social science; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003841637,0.0006959593,0.0006335558,0.01062804,0.0007398779,0.004288354,0.0008163319,0.001173001,0.003829763],"category_scores_gemma":[0.03685977,0.0003963244,0.0004502608,0.006540975,0.00120113,0.009049891,0.001805808,0.001471815,0.0008190821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124733,"about_ca_system_score_gemma":0.000959515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005517591,"about_ca_topic_score_gemma":0.003351823,"domain_scores_codex":[0.9980074,0.001057981,0.0001815574,0.0002977443,0.0003468672,0.0001084112],"domain_scores_gemma":[0.9661295,0.02518351,0.004325292,0.001461127,0.002105089,0.0007954537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004682067,0.0004668448,0.3186293,0.001096778,0.00025771,0.0005549315,0.004468214,0.1009273,0.0008772089,0.07794411,0.01627003,0.4780394],"study_design_scores_gemma":[0.00002690339,0.000156358,0.05554929,0.0008263155,0.00009444531,0.0003682688,0.006788325,0.7974313,0.001182655,0.1224617,0.0150058,0.000108597],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4616328,0.008983222,0.4568597,0.01168561,0.0003643468,0.0008922779,0.006239425,0.003931514,0.04941107],"genre_scores_gemma":[0.9374536,0.001178389,0.05846198,0.0001025402,0.00009956639,0.0002476007,0.001441454,0.00003468078,0.0009801902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01062804,"threshold_uncertainty_score":0.02031678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146542563949672,"score_gpt":0.3603042853331717,"score_spread":0.2456500289382044,"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."}}