{"id":"W4232352631","doi":"10.2139/ssrn.868284","title":"Seo Risk Dynamics","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Traditional Chinese Medicine Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dynamics (music); Business; Economics; Physics","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007899931,0.0001596376,0.0002723999,0.0001393316,0.00021278,0.0000113437,0.00009684399,0.00004834693,0.00003042616],"category_scores_gemma":[0.0002306933,0.0001155502,0.0001443513,0.0002024243,0.00005169337,0.00007867368,0.000008411572,0.002493614,0.00004118954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117437,"about_ca_system_score_gemma":0.001118525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001656889,"about_ca_topic_score_gemma":0.0002190557,"domain_scores_codex":[0.9977782,0.00003812156,0.0002496422,0.0001531747,0.0003889686,0.001391922],"domain_scores_gemma":[0.9994515,0.00004340582,0.0001152807,0.0001421014,0.0001169833,0.0001307079],"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":[0.0007519803,0.0007391768,0.0901178,0.00002231968,0.001222321,0.0001892561,0.0004362843,0.00004020143,0.0003532186,0.5983027,0.004196628,0.3036281],"study_design_scores_gemma":[0.002775828,0.00303362,0.3466422,0.00006647156,0.0003280812,0.008412275,0.001086085,0.0004598825,0.00001677433,0.6352746,0.001709333,0.0001947711],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9424824,0.00750911,0.009175595,0.02456846,0.0003291683,0.0002139544,0.000009380609,0.0001230883,0.01558882],"genre_scores_gemma":[0.9896525,0.006343213,0.0002289592,0.0006536377,0.001165519,0.000001446855,0.00001459327,0.00001608474,0.001924065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3034334,"threshold_uncertainty_score":0.9998077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005300396140548868,"score_gpt":0.2520296657661559,"score_spread":0.2467292696256071,"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."}}