{"id":"W2291682920","doi":"10.1145/2808797.2808904","title":"Network vs Market Relations","year":2015,"lang":"en","type":"article","venue":"","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"Army Research Laboratory; Defense Advanced Research Projects Agency","keywords":"Reciprocity (cultural anthropology); Crowds; Loan; Social capital; Business; Financial market; Interpersonal ties; Trustworthiness; Economics; Monetary economics; Microeconomics; Finance; Sociology; Social psychology; Computer science; Psychology; Computer security","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":[0.001853848,0.0003738787,0.0003919298,0.0020226,0.002220216,0.005518491,0.0008709693,0.001970622,0.03269116],"category_scores_gemma":[0.0130388,0.0002068342,0.0004129467,0.002150487,0.004664219,0.01077232,0.003282551,0.001178831,0.002426477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001869176,"about_ca_system_score_gemma":0.001129095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003013024,"about_ca_topic_score_gemma":0.002734944,"domain_scores_codex":[0.9981332,0.000663246,0.0000781727,0.0004954601,0.0003704352,0.0002594657],"domain_scores_gemma":[0.9920317,0.003204298,0.00236043,0.0007203849,0.0005487185,0.001134488],"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":[0.0001572034,0.0001264592,0.03767848,0.000511824,0.00008505116,0.000579162,0.01366089,0.002052102,0.001458455,0.8603331,0.01162451,0.07173277],"study_design_scores_gemma":[0.00006509546,0.0001928018,0.05601627,0.0006049718,0.0001107964,0.001306295,0.02151313,0.008387409,0.0007190176,0.6065228,0.3044837,0.00007762398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3496956,0.006865002,0.04859561,0.02461152,0.000610385,0.0002507239,0.001555244,0.0003191075,0.5674968],"genre_scores_gemma":[0.9755116,0.001724952,0.003649289,0.001039967,0.000291613,0.0001329682,0.0002342997,0.00006715042,0.01734817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03269116,"threshold_uncertainty_score":0.1093628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03007386639048378,"score_gpt":0.2131439927607858,"score_spread":0.183070126370302,"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."}}