{"id":"W4411658823","doi":"10.51847/a6kw65kymx","title":"10.51847/A6Kw65KymX","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Technology Assessment and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Business; Economics; Statistics; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000034196,0.0000790699,0.00007384821,0.00006439443,0.00002171984,0.00001257768,0.0001336882,0.00004483606,0.9778486],"category_scores_gemma":[0.000001561405,0.00008378665,0.00002045153,0.0001169796,0.000009081403,0.00004749974,0.00002143289,0.00005879249,0.9656936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000226514,"about_ca_system_score_gemma":0.000001757105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001477115,"about_ca_topic_score_gemma":7.697036e-8,"domain_scores_codex":[0.9996181,0.000003158433,0.00007183651,0.00008742406,0.00005625344,0.0001632613],"domain_scores_gemma":[0.9997685,0.000005405912,0.000003477734,0.0001826412,0.000004396329,0.00003559255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002952238,0.000008695302,1.699828e-7,0.000004503119,0.00001880156,0.000003888148,0.00000339612,0.001357483,0.00006789795,0.0000200489,0.1063393,0.8921729],"study_design_scores_gemma":[0.00009132992,0.00002779358,0.0000608361,0.000004173485,0.000008199812,8.902316e-7,4.771904e-7,0.00148639,0.00007161015,0.000008194753,0.9981375,0.0001025958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001612429,0.00003936499,0.00002455341,0.0001742756,0.000004410638,0.0000998281,0.000001829789,0.00112434,0.996919],"genre_scores_gemma":[0.003872659,9.232791e-7,0.000329167,0.000022337,0.00002941071,0.00002296179,0.000004872787,0.00001751532,0.9957002],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8920703,"threshold_uncertainty_score":0.3416721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002974111202543761,"score_gpt":0.1580403264568686,"score_spread":0.1550662152543248,"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."}}