{"id":"W4389131700","doi":"10.1002/smj.3566","title":"Ripple effects: How collaboration reduces social movement contention","year":2023,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Mack Institute for Innovation Management, Wharton School, University of Pennsylvania; Strategic Management Society","keywords":"Grassroots; Stakeholder; Social movement; Public relations; Criticism; Business; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001221162,0.0001118186,0.000126422,0.0001927491,0.001327405,0.0007861134,0.0002018791,0.00005872824,0.0001623716],"category_scores_gemma":[0.00001585215,0.0001090411,0.0000832005,0.000744815,0.00007204405,0.0003150298,0.0000365628,0.0001518153,0.00005479116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001997116,"about_ca_system_score_gemma":0.00006416088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001147782,"about_ca_topic_score_gemma":0.0003510529,"domain_scores_codex":[0.9984199,0.0002104261,0.0001836047,0.000170758,0.0006130841,0.0004022202],"domain_scores_gemma":[0.9995462,0.0000260821,0.0001529938,0.00006248946,0.0001172309,0.0000949995],"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":[0.00004171089,0.00007474999,0.0011442,0.0001366447,0.0002435834,0.0001665141,0.008312329,0.00001739255,0.005280921,0.9661994,0.01339471,0.004987831],"study_design_scores_gemma":[0.002401079,0.0002673143,0.01141752,0.0001776458,0.0001760178,0.000002959393,0.4498974,0.0004407982,0.0009345319,0.5121801,0.02145168,0.0006530019],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7422313,0.00008488668,0.000181942,0.006460104,0.002490215,0.0005792961,0.000004203779,0.0002277564,0.2477403],"genre_scores_gemma":[0.9873338,0.0003390007,0.0001042801,0.00009211618,0.001074829,0.00003276352,0.0000112238,0.0000114143,0.0110006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4540193,"threshold_uncertainty_score":0.9999728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0438556265655918,"score_gpt":0.3295553146318564,"score_spread":0.2856996880662647,"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."}}