{"id":"W4212930600","doi":"10.1177/229255030100900302","title":"Surviving the Consumer Jungle","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Marketing and Advertising Strategies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Jungle; Medicine; Traditional medicine; Geography; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001097664,0.0001038726,0.0001833006,0.000360078,0.0002912982,0.0003815974,0.0001769795,0.00003436541,0.0006331988],"category_scores_gemma":[0.00366123,0.00007306905,0.0001386917,0.0003378494,0.0001008207,0.0003932765,0.00001024144,0.0001690181,0.00006736333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003019423,"about_ca_system_score_gemma":0.0004544713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006836778,"about_ca_topic_score_gemma":0.0151371,"domain_scores_codex":[0.9991118,0.00002495531,0.0003163234,0.00007677741,0.0001581938,0.0003120055],"domain_scores_gemma":[0.9974133,0.001956688,0.0002758731,0.0001036531,0.0001943008,0.00005615741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001400735,0.000007821758,0.9060417,0.00004122351,0.00005280006,0.0004145814,0.00003010049,0.0002092059,0.00001291601,0.0007747969,0.0879342,0.004466687],"study_design_scores_gemma":[0.0001486131,0.000003882527,0.5787707,0.0004866739,0.00009030291,0.0001459624,0.0006715725,0.0004006083,0.000002360919,0.0006740066,0.4183812,0.0002241139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811838,0.0007331768,0.0001753576,0.0008087088,0.004881037,0.00002519529,0.000001138164,0.00001358109,0.01217797],"genre_scores_gemma":[0.9981284,0.0000176259,0.000005676276,0.0004523992,0.001132805,3.074716e-7,0.00000132365,0.0000136576,0.0002478604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.330447,"threshold_uncertainty_score":0.9997768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02227942075378827,"score_gpt":0.1935386963801334,"score_spread":0.1712592756263451,"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."}}