{"id":"W2170420161","doi":"10.2139/ssrn.889365","title":"Membership and Incentives in Network Alliances","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Incentive; Business; Economics; Microeconomics","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":[0.0007627398,0.00009000955,0.0001115021,0.00007076559,0.00009255012,0.0004681282,0.0001158023,0.00003132513,0.00004122379],"category_scores_gemma":[0.00001525995,0.00007886083,0.0000320121,0.0001140553,0.00002462481,0.003994375,0.000044784,0.0004400141,0.00007482791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001445472,"about_ca_system_score_gemma":0.00007785035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005671468,"about_ca_topic_score_gemma":0.005663579,"domain_scores_codex":[0.9985375,9.18017e-7,0.000177968,0.0001095385,0.00005832532,0.001115719],"domain_scores_gemma":[0.9998101,0.00001192999,0.0001090141,0.0000445361,0.00001490746,0.000009503299],"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":[0.00004327042,0.00003014565,0.04572579,0.000008955803,0.0000319374,0.000001750613,0.00002314005,0.001166629,0.000002049635,0.8598489,0.0002835232,0.0928339],"study_design_scores_gemma":[0.0005690097,0.0000149947,0.00573123,0.00003125354,0.000009915654,0.000025523,0.001399383,0.001964458,0.000001415464,0.9466273,0.04343958,0.0001859864],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709109,0.001917633,0.00006127504,0.0006740146,0.0001076772,0.0000476683,7.74269e-8,0.00001486522,0.02626589],"genre_scores_gemma":[0.9960773,0.001163115,0.00003567114,0.0006065345,0.001679572,0.000001190337,0.000001637821,0.00001010551,0.0004248779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09264791,"threshold_uncertainty_score":0.4514171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009422844998354796,"score_gpt":0.1924487336301992,"score_spread":0.1830258886318444,"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."}}