{"id":"W4390577614","doi":"10.5465/amj.2022.0091","title":"Hiding and Seeking Knowledge-Providing Ties from Rivals: A Strategic Perspective on Network Perceptions","year":2024,"lang":"en","type":"article","venue":"Academy of Management Journal","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Rivalry; Competition (biology); Perception; Social psychology; Psychology; Competitive advantage; Context (archaeology); Public relations; Business; Marketing; Economics; Microeconomics; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002921541,0.0001184698,0.0001461053,0.00009754048,0.0003149807,0.0002340072,0.0001321267,0.00003928372,0.0001615463],"category_scores_gemma":[0.000001483604,0.0001098486,0.0000937419,0.0001382401,0.00005543916,0.0001832159,0.00008505456,0.0004595952,0.00001530673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006913434,"about_ca_system_score_gemma":0.00001934643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003259573,"about_ca_topic_score_gemma":5.199462e-7,"domain_scores_codex":[0.9992127,0.00005748729,0.0002164672,0.0001860139,0.0001355927,0.0001917171],"domain_scores_gemma":[0.9997022,0.00008999908,0.00008530066,0.00003967529,0.00002102444,0.00006179391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005753803,0.00001951664,0.001873203,0.00002325808,0.0003227811,0.000002060518,0.002811511,0.0006145518,0.00007018161,0.9856088,0.0006397343,0.008008659],"study_design_scores_gemma":[0.0003012356,0.00005037276,0.006228852,0.001054166,0.0001568428,0.000001863903,0.04544942,0.0193813,0.0000141652,0.9226861,0.004417505,0.0002581616],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8613031,0.003898666,0.005986701,0.002479692,0.000679228,0.0002497877,0.00002840971,0.00005860688,0.1253158],"genre_scores_gemma":[0.9974946,0.0004140534,0.0005348793,0.00004310549,0.001130913,0.000004611703,0.000001694908,0.00001335993,0.0003627545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1361915,"threshold_uncertainty_score":0.4479495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03426266532009816,"score_gpt":0.3366234872565447,"score_spread":0.3023608219364466,"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."}}