{"id":"W6929667665","doi":"10.5063/f1v40snm","title":"Designcraft for experiments: Solo Surveys","year":2021,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"DNA Repair Mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Replicate; Set (abstract data type); Citation; Focus (optics); Data collection; Work (physics)","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":[0.0216786,0.00149136,0.001443184,0.001895043,0.001137713,0.001973455,0.003698139,0.001729156,0.1263031],"category_scores_gemma":[0.04496029,0.001500691,0.001849513,0.002405911,0.0009846733,0.002102165,0.003522957,0.00258649,0.05940146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001796122,"about_ca_system_score_gemma":0.003808877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002976962,"about_ca_topic_score_gemma":0.0107732,"domain_scores_codex":[0.9894311,0.004796902,0.001504697,0.002098199,0.001699729,0.0004693342],"domain_scores_gemma":[0.9632603,0.01906359,0.001828099,0.01246987,0.002579522,0.000798659],"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":[0.0006932785,0.0002721505,0.003792565,0.002277568,0.0001698993,0.00005790512,0.0003175262,0.000915297,0.001089343,0.003229579,0.9472919,0.03989299],"study_design_scores_gemma":[0.001141695,0.0001161098,0.003605651,0.0003480727,0.00006721986,0.00003934872,0.00009500037,0.0007013889,0.001476443,0.004224841,0.9881351,0.00004914103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00251599,0.0002142327,0.02783865,0.0006517873,0.0004447487,0.006600054,0.9302663,0.01841985,0.01304846],"genre_scores_gemma":[0.01017735,0.0003142833,0.1529813,0.002381595,0.0001773517,0.08749089,0.7170232,0.01211372,0.01734033],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1263031,"threshold_uncertainty_score":0.4225261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02436967275794906,"score_gpt":0.2972269719103088,"score_spread":0.2728572991523598,"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."}}