{"id":"W2001128529","doi":"10.15200/winn.142960.04687","title":"The Risky Business of Romance","year":2015,"lang":"en","type":"article","venue":"The Winnower","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Romance; Advertising; EPIC; History; Art; Business; Literature","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003904578,0.00005499401,0.0000608842,0.000001777088,0.0002039658,0.00003063088,0.0004098734,0.00002805504,0.00006520407],"category_scores_gemma":[0.00006969445,0.000008651755,0.00002377933,0.0004302381,0.0001024007,0.00004844274,0.00009685448,0.00006883306,0.0001222344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000775311,"about_ca_system_score_gemma":0.00001143412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001649354,"about_ca_topic_score_gemma":0.0001573789,"domain_scores_codex":[0.9993647,0.0000469864,0.0001021227,0.0000760038,0.0002542812,0.0001558749],"domain_scores_gemma":[0.9995061,0.0001286941,0.00004386091,0.0000553866,0.0002302285,0.00003578489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001915192,0.0001288795,0.02001639,0.000006814394,0.00006217814,0.000004066355,0.0008699707,0.00001781401,0.07119591,0.01016551,0.6363096,0.2610314],"study_design_scores_gemma":[0.00004926958,0.00003248685,0.598866,0.00000605286,0.00000250861,0.000002898862,0.0004202866,0.000003984871,0.001425748,0.00179274,0.3973449,0.00005316042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438581,0.0005918586,0.000001693878,0.03933548,0.0001765799,0.0001500066,0.00000294935,0.00002072737,0.0158626],"genre_scores_gemma":[0.989982,0.0000916449,0.000008484278,0.00009658082,0.0001840788,0.000006963552,0.000006867122,2.631396e-7,0.009623087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5788496,"threshold_uncertainty_score":0.1571117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02702461578515197,"score_gpt":0.2316206982489258,"score_spread":0.2045960824637738,"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."}}