{"id":"W2051123918","doi":"10.2139/ssrn.970837","title":"SEO Risk Dynamics","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Capital Investment and Risk Analysis","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business","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":[0.001126996,0.0001299431,0.0002616289,0.0002406856,0.0002225754,0.00009111765,0.0002280613,0.00007476765,0.0001267815],"category_scores_gemma":[0.00004097979,0.0001290207,0.000263315,0.0002549265,0.00002472948,0.0002185088,0.00001278132,0.001110041,0.0004948912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009627104,"about_ca_system_score_gemma":0.000132796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000152927,"about_ca_topic_score_gemma":0.0006714875,"domain_scores_codex":[0.9979787,0.00001508065,0.000421596,0.0002059961,0.00004286336,0.001335764],"domain_scores_gemma":[0.9993446,0.00001190428,0.0003624684,0.00017651,0.00002197265,0.00008246826],"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":[0.000007971768,0.00005823631,0.008194274,4.468411e-7,0.000123325,0.000001608401,0.00005485382,0.00005016389,0.000001603293,0.9851333,0.0001644657,0.006209677],"study_design_scores_gemma":[0.0003302491,0.0002321862,0.006479228,0.000002057243,0.0000261323,0.00005317323,0.0002578077,0.007066274,0.000003787626,0.983081,0.0022912,0.0001768501],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7970088,0.1605448,0.01602775,0.004099247,0.0004774166,0.000137389,0.00005063293,0.00007803597,0.02157591],"genre_scores_gemma":[0.8989962,0.09419807,0.0001158825,0.0002047692,0.0002275059,8.228437e-7,0.000009793175,0.00001213711,0.00623479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1019874,"threshold_uncertainty_score":0.636099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006988710912556742,"score_gpt":0.1925945436864726,"score_spread":0.1856058327739158,"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."}}