{"id":"W4367024332","doi":"10.1021/cen-09925-newscripts","title":"BSology and science NFTs","year":2021,"lang":"en","type":"article","venue":"C&EN Global Enterprise","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":"Chemistry","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":[0.003716006,0.0003697428,0.0003438478,0.002839955,0.004583144,0.006790115,0.0007947876,0.0028313,0.03454442],"category_scores_gemma":[0.009531449,0.0001824275,0.0002769526,0.002005582,0.04442467,0.008057775,0.005011675,0.004533516,0.004060648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006854023,"about_ca_system_score_gemma":0.003098355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004260093,"about_ca_topic_score_gemma":0.002982216,"domain_scores_codex":[0.9962931,0.001729659,0.0001887252,0.0007048371,0.0006692773,0.000414414],"domain_scores_gemma":[0.9945926,0.002463049,0.0004903031,0.0008886145,0.000877195,0.0006882567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009707526,0.00001152459,0.0006924938,0.00004020432,0.00000234906,0.00006561219,0.002463398,0.00005508055,0.00007581669,0.9749097,0.007617608,0.01405646],"study_design_scores_gemma":[0.000009055962,0.00001690523,0.001261097,0.0001760867,0.000002559485,0.0002130536,0.003671428,0.00008573413,0.0001102698,0.622606,0.3718372,0.00001064075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01282936,0.008393632,0.006439427,0.04517094,0.001312188,0.00004046469,0.0001251353,0.00007831265,0.9256105],"genre_scores_gemma":[0.8515741,0.01045025,0.003700997,0.01455358,0.002345691,0.0001531644,0.0002488299,0.0001834248,0.11679],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03454442,"threshold_uncertainty_score":0.1155626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008047343084403675,"score_gpt":0.2925101375374419,"score_spread":0.2844627944530382,"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."}}