{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002691651,0.001718276,0.0007061478,0.002217258,0.009803825,0.01140537,0.001874135,0.00258906,0.1115785],"category_scores_gemma":[0.007836119,0.0003714098,0.0009880371,0.001018897,0.003711315,0.006069117,0.0125222,0.00580257,0.04697791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003149022,"about_ca_system_score_gemma":0.003828459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001712732,"about_ca_topic_score_gemma":0.004315331,"domain_scores_codex":[0.9958894,0.00102694,0.0001319525,0.0004748945,0.001929999,0.0005469003],"domain_scores_gemma":[0.9940229,0.0004586974,0.0001759794,0.000422453,0.001594943,0.003324982],"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":[0.00004542269,0.00008361365,0.0003879083,0.0002912467,0.00001778995,0.0005172692,0.008739022,0.00009586918,0.001812419,0.03035283,0.8797906,0.07786586],"study_design_scores_gemma":[0.00000282087,0.00002437223,0.0001906981,0.0001064844,0.000004457763,0.0002664847,0.002716042,0.000030314,0.0002773587,0.003090962,0.9932786,0.00001137253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0114455,0.0178961,0.009235531,0.1056667,0.04931153,0.0002948894,0.001032212,0.002112752,0.8030048],"genre_scores_gemma":[0.05048952,0.00849295,0.005251885,0.04197071,0.008898316,0.0003003626,0.001201217,0.001456643,0.8819384],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1115785,"threshold_uncertainty_score":0.3732673,"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."}}