{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006469423,0.0004686782,0.000457126,0.00006806212,0.0001036592,0.00007516248,0.000611378,0.0007759362,0.0004126413],"category_scores_gemma":[0.0002636611,0.0004877028,0.0003079578,0.00007896891,0.00005695668,0.000003467046,0.0003694233,0.0001832583,0.00009065874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004076289,"about_ca_system_score_gemma":0.0003092653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004757943,"about_ca_topic_score_gemma":0.00006219166,"domain_scores_codex":[0.9975876,0.0003334243,0.0003653705,0.0009539009,0.0002434637,0.0005162077],"domain_scores_gemma":[0.9981445,0.00004468042,0.0001658467,0.001351198,0.000147151,0.000146629],"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":[0.00003263289,0.0001204737,0.000005220616,0.0000880974,0.000191105,0.00002107998,0.00000321895,9.959817e-7,0.2082035,0.000001851462,0.7911023,0.0002294338],"study_design_scores_gemma":[0.0004340459,0.0002657018,0.000006859476,0.00003855057,0.00007951032,0.00001713084,0.00002552678,0.000005658826,0.315426,0.00001624892,0.6832781,0.000406675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001462852,0.004183876,0.002444047,0.00001737404,0.0009958565,0.0006549068,0.9901249,0.00002694166,0.00008919349],"genre_scores_gemma":[0.0003234423,0.0008207165,0.002141866,0.0004970164,0.0007497773,0.0003723847,0.9938323,0.00007800251,0.001184424],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1078243,"threshold_uncertainty_score":0.9997575,"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."}}