{"id":"W2141015754","doi":"10.2139/ssrn.875350","title":"Strong Ties in a Small World","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006642115,0.0001466523,0.0002035999,0.0002688146,0.0001011055,0.00007134872,0.0002380461,0.00002016446,0.0002210701],"category_scores_gemma":[0.000001081928,0.000139065,0.0001531459,0.0003892615,0.00002117382,0.00009802193,0.00003918854,0.001314882,0.00001422676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003863911,"about_ca_system_score_gemma":0.000426778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00187511,"about_ca_topic_score_gemma":0.02587982,"domain_scores_codex":[0.9977552,0.0000649858,0.0003114819,0.0001567292,0.0001102413,0.001601346],"domain_scores_gemma":[0.9996254,0.00002874014,0.0001306916,0.0001460455,0.00003566226,0.00003340467],"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":[0.000009312492,0.00006292958,0.1310643,7.144812e-7,0.00006037734,0.00000126427,0.0000134036,0.0002484735,0.00005804027,0.8341814,0.0003884015,0.03391138],"study_design_scores_gemma":[0.0003847269,0.0000465,0.004503118,0.00001958578,0.00003091398,0.000009165416,0.0003496747,0.0005767092,0.0001591157,0.9884105,0.005307628,0.0002023109],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6399694,0.002046779,0.2841657,0.0004190646,0.00009267417,0.0002018421,0.000002875468,0.0001028925,0.0729988],"genre_scores_gemma":[0.9927699,0.00002608102,0.0006831266,0.000008678662,0.0007053379,0.000009085299,0.000008348586,0.00001875302,0.005770708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3528005,"threshold_uncertainty_score":0.9918953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007168353754190606,"score_gpt":0.2302624887385152,"score_spread":0.2230941349843246,"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."}}