{"id":"W2305738574","doi":"10.2139/ssrn.2752236","title":"Market Manipulation and Innovation","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Business; Industrial organization","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":[0.001882181,0.0001698636,0.0003420271,0.001568877,0.0008432359,0.005409442,0.0004276047,0.002461729,0.0257361],"category_scores_gemma":[0.01095137,0.0001570169,0.000397885,0.001155732,0.002839651,0.005062777,0.00209764,0.001186244,0.001276091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001374208,"about_ca_system_score_gemma":0.0007467908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006089943,"about_ca_topic_score_gemma":0.000714493,"domain_scores_codex":[0.9986785,0.000363057,0.00005532657,0.000267729,0.0003989919,0.0002364281],"domain_scores_gemma":[0.9881286,0.006698119,0.002639724,0.001175066,0.000628802,0.000729622],"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":[0.0003183844,0.0004349753,0.03277723,0.0001548554,0.0001337988,0.0006538507,0.003713665,0.001061094,0.003519787,0.8563894,0.00569344,0.09514945],"study_design_scores_gemma":[0.0001627526,0.0004070886,0.09850024,0.0001481961,0.0001486681,0.0008189888,0.004014745,0.00463762,0.003243731,0.8144352,0.07341897,0.00006371697],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5331202,0.005001992,0.00420169,0.01328337,0.0001512189,0.00004764473,0.0001798524,0.00007926741,0.4439348],"genre_scores_gemma":[0.9859017,0.0006654534,0.0003881378,0.0003656057,0.0001653868,0.00001468277,0.00003303411,0.000009925539,0.01245605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0257361,"threshold_uncertainty_score":0.08609581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01273800925412476,"score_gpt":0.2055906908785766,"score_spread":0.1928526816244518,"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."}}