{"id":"W4406496729","doi":"10.1016/s0197-2510(06)70509-5","title":"10.1016/s0197-2510(06)70509-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Energy, Environment, Agriculture Analysis","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Clean-up; Environmental science; Process engineering; Computer science; Materials science; Engineering; Chemistry; Chromatography","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001336117,0.0002878146,0.0003230131,0.00009555391,0.0001186853,0.00005411316,0.0003844568,0.0001474991,0.9981352],"category_scores_gemma":[0.00002873442,0.0002399895,0.0001947209,0.000449317,0.00004070762,0.00013299,0.00007118572,0.0001502385,0.9969763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116081,"about_ca_system_score_gemma":0.000009441211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004903779,"about_ca_topic_score_gemma":0.00001818783,"domain_scores_codex":[0.9982927,0.00008511149,0.0003138602,0.0004829242,0.0003613378,0.000464101],"domain_scores_gemma":[0.9989769,0.00004951364,0.00006325242,0.0006327589,0.00002422001,0.000253294],"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":[0.00003140073,0.0001338991,7.714332e-7,0.000004243451,0.0001729632,0.0000161813,0.0000294446,0.03014837,0.000870147,0.00002393202,0.6135172,0.3550514],"study_design_scores_gemma":[0.000218981,0.0000717727,0.0001598382,0.000009731974,0.0001164574,0.000006358864,0.000002682844,0.0002495394,0.0005945584,0.00002142563,0.9981925,0.0003561148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001515028,0.0001144995,0.000001856229,0.000462495,0.000001166245,0.00008982929,0.00001048791,0.0002106504,0.997594],"genre_scores_gemma":[0.0008085067,0.000002957104,0.0002757864,0.0001506837,0.0003498386,0.00003786771,0.0001287403,0.00005072184,0.9981949],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3846753,"threshold_uncertainty_score":0.9786488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003482987588908289,"score_gpt":0.1531412525639783,"score_spread":0.14965826497507,"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."}}