{"id":"W6929599407","doi":"10.5063/g44nqz","title":"Designcraft for experiments: Backyard Bioblitz","year":2020,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Replicate; Set (abstract data type); Citation; Focus (optics); Work (physics); Data set","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002906839,0.0004986957,0.0008549202,0.0002736519,0.0001395381,0.00009133379,0.0004369689,0.0004337341,0.003081265],"category_scores_gemma":[0.0002102285,0.0004321763,0.0003182068,0.0002984117,0.0001230836,0.00009446948,0.0002305632,0.0007046756,0.002676228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001372001,"about_ca_system_score_gemma":0.0006089805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000958064,"about_ca_topic_score_gemma":0.000003900788,"domain_scores_codex":[0.9971957,0.0001041224,0.0004788784,0.0008125339,0.000670573,0.0007381748],"domain_scores_gemma":[0.9981577,0.0002195227,0.000103104,0.0008975334,0.0001570356,0.0004651353],"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":[0.001302747,0.0003276468,0.0000369067,0.001438464,0.0003836695,0.0003652613,0.00007396776,7.517083e-8,0.001341389,0.000002485593,0.993945,0.0007824101],"study_design_scores_gemma":[0.002190856,0.002315321,0.00004706888,0.0002634476,0.0003651496,0.00008356705,0.0001004546,0.00002367731,0.003712472,0.0000318989,0.9904453,0.0004208399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006961692,0.003606036,0.00007081683,0.0008804657,0.0003266037,0.002270503,0.9921665,0.00008763713,0.0005217726],"genre_scores_gemma":[0.00008247028,0.002951795,0.0009763095,0.001987655,0.001114337,0.0004568758,0.9909108,0.00008601083,0.001433736],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.00349973,"threshold_uncertainty_score":0.999813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08893471791314508,"score_gpt":0.3859161324154711,"score_spread":0.296981414502326,"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."}}