{"id":"W4394880000","doi":"10.1287/stsc.2024.0156","title":"Internal Disagreement and Disruptive Technologies","year":2024,"lang":"en","type":"article","venue":"Strategy Science","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Industrial organization; Resistance (ecology); Emerging technologies; Microeconomics; Economics; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.0002022269,0.00008606928,0.00006219537,0.0001220155,0.0001356989,0.0007307678,0.0002635368,0.00001843049,0.00002477418],"category_scores_gemma":[0.00003173112,0.00006505287,0.00001590796,0.0007971279,0.0005195298,0.001909501,0.0001755602,0.00008833702,0.0001480318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002240833,"about_ca_system_score_gemma":0.00004374351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002229128,"about_ca_topic_score_gemma":0.00007239794,"domain_scores_codex":[0.9991889,7.124625e-7,0.00008867976,0.0003112219,0.0002078355,0.0002026271],"domain_scores_gemma":[0.9997895,0.000008916885,0.00004068626,0.0001148264,0.0000410742,0.000005005374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001226971,0.00002449496,0.04631176,0.0001332025,0.00000780835,0.0001120786,0.00009194602,0.00003606281,0.005101642,0.7056939,0.00230244,0.2401724],"study_design_scores_gemma":[0.0003483764,0.00008578483,0.7100777,0.0005896122,0.00003658835,0.00002453296,0.003106868,0.02608779,0.001717333,0.1322987,0.1248833,0.0007434461],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622135,0.0007554248,0.00102891,0.001605674,0.0004708137,0.000105332,0.000004529207,0.0003135443,0.03350233],"genre_scores_gemma":[0.9991811,0.00004543599,0.00003624071,0.0001008835,0.0001135897,0.00000668382,5.046649e-7,0.000004182197,0.0005113858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.663766,"threshold_uncertainty_score":0.7046811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01780656910853386,"score_gpt":0.2477116025975826,"score_spread":0.2299050334890487,"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."}}