{"id":"W7068933529","doi":"","title":"Twenty Dreams","year":2024,"lang":"en","type":"book","venue":"E-Artexte (Artexte)","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Beauty; White (mutation); Race (biology); Narrative structure","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007510489,0.0008547151,0.0007223581,0.000279393,0.0002055603,0.0002781345,0.001103277,0.001537828,0.001497091],"category_scores_gemma":[0.0002118442,0.0007602248,0.0006779949,0.0001708957,0.0007031371,0.00001003513,0.0008968639,0.001076689,0.01072568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001402879,"about_ca_system_score_gemma":0.001260064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001585382,"about_ca_topic_score_gemma":0.00008206083,"domain_scores_codex":[0.9953817,0.00008910602,0.0009678868,0.001176959,0.00119475,0.001189656],"domain_scores_gemma":[0.9971949,0.00005209583,0.0002460015,0.001482367,0.0003000234,0.0007246171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006275246,0.0001006194,0.000006485962,0.0005904082,0.00036108,0.00006073471,0.0001568904,0.0000020017,0.005046765,0.000423537,0.933369,0.05981974],"study_design_scores_gemma":[0.0005779588,0.0006888246,0.00006246693,0.0003053993,0.0001379053,0.00005366511,0.00005733759,0.0001245151,0.003233347,0.003816447,0.9900518,0.0008903088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001914705,0.01560984,0.0007724367,0.001282024,0.004071951,0.001327688,0.0007904394,0.0001816573,0.9740493],"genre_scores_gemma":[0.003843931,0.004986639,0.0004818966,0.001113421,0.003309756,0.00006279966,0.002975085,0.0001990075,0.9830275],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05892943,"threshold_uncertainty_score":0.9997584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301914799336434,"score_gpt":0.2722230853266782,"score_spread":0.2592039373333139,"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."}}