{"id":"W4248714633","doi":"10.14322/publons.r2911478","title":"10.14322/publons.r2911478","year":2000,"lang":"en","type":"dataset","venue":"Time to knit","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Nuclear engineering; Engineering; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"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":[0.00006784232,0.000331604,0.0004164952,0.0001978107,0.00007461977,0.00005447157,0.0003139468,0.0002116361,0.9604049],"category_scores_gemma":[0.00002104463,0.0003332184,0.0001038688,0.0001833513,0.00004760126,0.0000631602,0.00007407025,0.0003434086,0.9836266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007784423,"about_ca_system_score_gemma":0.00001313821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007371724,"about_ca_topic_score_gemma":0.000002235537,"domain_scores_codex":[0.9990047,0.00002303113,0.0001683243,0.0002440017,0.0001917915,0.0003681434],"domain_scores_gemma":[0.999261,0.00006289828,0.00001718554,0.000504713,0.00001657312,0.0001376978],"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":[0.00001567103,0.0000246349,2.149515e-9,0.00008949074,0.000146464,0.00001630649,0.000002461573,0.0003322023,0.00000200243,2.614959e-8,0.9722319,0.02713882],"study_design_scores_gemma":[0.00009927525,0.00004843458,0.000001736736,0.00005557534,0.00007441864,0.00001124479,7.459949e-7,0.0000439709,0.000003304971,5.422596e-7,0.9992612,0.0003995679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[7.018481e-7,0.0002163871,6.602733e-8,0.00002835046,0.0000188608,0.0001181915,0.6163982,0.0002323986,0.3829868],"genre_scores_gemma":[1.221516e-7,0.0000135263,0.00001316433,0.00001248915,0.0002246938,0.00001436774,0.3992335,0.00004154559,0.6004466],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.2174598,"threshold_uncertainty_score":0.999912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004119034364591071,"score_gpt":0.1602856974572065,"score_spread":0.1561666630926155,"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."}}