{"id":"W4200311977","doi":"10.1042/bio_2021_189","title":"Tales from the lab","year":2021,"lang":"en","type":"article","venue":"The Biochemist","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":"Dream; Media studies; Sociology; History; Psychology","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":[0.0002644954,0.0001204413,0.00008823186,0.000004897783,0.0001834352,0.0000735499,0.0005488183,0.000119775,0.0001287571],"category_scores_gemma":[0.0004661288,0.00006508156,0.00009741747,0.00009538086,0.0004158803,0.000001262222,0.0003933515,0.0001328982,0.00009857093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008827149,"about_ca_system_score_gemma":0.0001578823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004444955,"about_ca_topic_score_gemma":0.00005784242,"domain_scores_codex":[0.9990242,0.00005529702,0.0001740675,0.0002111503,0.0002751105,0.0002601546],"domain_scores_gemma":[0.9989508,0.00006340125,0.00004468996,0.0007240861,0.0001261295,0.00009083559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002333483,0.00003798139,0.0003784617,0.00001194325,0.00006613145,0.000003372377,0.0001146638,7.533777e-7,0.9235453,0.00004176574,0.06976788,0.00600839],"study_design_scores_gemma":[0.000181914,0.00002482024,0.001011336,0.000008867162,0.00001212009,0.000008018866,0.0004495704,0.00002855711,0.7214109,0.0001690356,0.276603,0.00009180852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727427,0.006440188,0.0003171313,0.008914547,0.000266444,0.0001422169,0.000160727,0.00001629455,0.01099975],"genre_scores_gemma":[0.9891302,0.001322317,0.0003280439,0.001942797,0.0009296738,0.00001239896,0.0005183015,0.00001371865,0.005802536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2068351,"threshold_uncertainty_score":0.2653949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633847261513087,"score_gpt":0.2706286929295737,"score_spread":0.2542902203144428,"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."}}