{"id":"W4406212660","doi":"10.1287/orsc.2023.17497","title":"How Social Movements Catalyze Firm Innovation","year":2025,"lang":"en","type":"article","venue":"Organization Science","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Industrial organization; Knowledge management; Social movement; Computer science; Political science; Politics","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":[0.0002100983,0.0000653922,0.00006058338,0.0003174492,0.0007615017,0.0007817282,0.000278737,0.00001911721,0.00005758938],"category_scores_gemma":[0.0006589305,0.00005982191,0.000007355428,0.008352439,0.0001522686,0.001889299,0.0002215443,0.00003164401,0.00004987737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003500717,"about_ca_system_score_gemma":0.00004353051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003762521,"about_ca_topic_score_gemma":0.0000075634,"domain_scores_codex":[0.9992554,0.000001637921,0.000117638,0.0002156354,0.0002615925,0.0001480488],"domain_scores_gemma":[0.9989285,0.000005958107,0.0001109347,0.00009548724,0.0008564743,0.000002636097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001664595,0.0000337814,0.6762049,0.00003496396,0.000006359214,4.077512e-7,0.0001550951,0.00001397813,0.01623235,0.2898327,0.00957581,0.007908042],"study_design_scores_gemma":[0.0003731317,0.000003499734,0.8856645,0.00003093157,0.00001737761,1.598632e-7,0.001347639,0.0002963599,0.01136017,0.005451425,0.0951936,0.0002611767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614525,0.00002158776,0.002663609,0.01410989,0.0008100028,0.0001481838,0.000001016702,0.0001357771,0.02065738],"genre_scores_gemma":[0.994229,0.000003039943,0.00003414479,0.004199433,0.0001929269,0.000002385796,0.00001233973,0.000004160979,0.001322568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2843812,"threshold_uncertainty_score":0.7538223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01589390817576861,"score_gpt":0.2470045240179941,"score_spread":0.2311106158422255,"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."}}