{"id":"W6983810940","doi":"","title":"New leakfinderRT technology: how it works","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Pineapple and bromelain studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mode (computer interface); Work (physics); Process (computing); Focus (optics); Product (mathematics)","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":[],"consensus_categories":[],"category_scores_codex":[0.00005992894,0.000110112,0.0001067785,0.00003769352,0.0000705126,0.00001873986,0.0001264112,0.0001763821,0.00009832548],"category_scores_gemma":[0.00009972633,0.00009917961,0.00004932486,0.0001368628,0.00005722297,0.000001935207,0.00006427321,0.00009193758,0.00003227345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006599403,"about_ca_system_score_gemma":0.00005412406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.225446e-7,"about_ca_topic_score_gemma":0.00001403095,"domain_scores_codex":[0.9993917,0.00001414113,0.00006977142,0.0002295059,0.00007042872,0.0002244092],"domain_scores_gemma":[0.9996275,0.000004458004,0.00002765117,0.0002585797,0.00003150639,0.0000502674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001073046,0.00002272591,0.00166429,0.000004668443,0.000067176,0.00000494373,0.00002017785,0.000001230764,0.6420767,0.00200544,0.333028,0.02109393],"study_design_scores_gemma":[0.0003496364,0.0000866531,0.0001184741,0.00001000855,0.000009796032,0.00001821294,0.0002629485,0.000001160727,0.2235823,0.002718094,0.7726967,0.0001459835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4940169,0.009096537,0.05589335,0.04161341,0.0008819922,0.0005851484,0.00001300613,0.000193288,0.3977064],"genre_scores_gemma":[0.9771604,0.0004575988,0.007714166,0.0004510119,0.0001529039,0.00001444622,0.0000101157,0.00001428234,0.0140251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4831435,"threshold_uncertainty_score":0.4044427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136444907901918,"score_gpt":0.2356727233610552,"score_spread":0.224308274282036,"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."}}