{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004890157,0.0009959808,0.0005668319,0.002089494,0.001413963,0.002393569,0.001012362,0.00259084,0.9765733],"category_scores_gemma":[0.001123879,0.0004319579,0.0005851106,0.001585516,0.0005998396,0.002008471,0.002076496,0.0009805985,0.9775091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008361191,"about_ca_system_score_gemma":0.0006347465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004137802,"about_ca_topic_score_gemma":0.003703023,"domain_scores_codex":[0.9996552,0.00002127382,0.00002171092,0.00009175818,0.000132708,0.0000772545],"domain_scores_gemma":[0.9990422,0.0001591136,0.00004866709,0.0001702117,0.0003187226,0.0002610673],"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":[0.00020308,0.0002456983,0.001240912,0.000301293,0.00001795162,0.000194937,0.0001049842,0.0002401259,0.004935664,0.006345002,0.379055,0.6071154],"study_design_scores_gemma":[0.00002737275,0.00004665218,0.001303456,0.000110486,0.000009440348,0.0001774926,0.00009268139,0.0002403058,0.0007912606,0.0008500442,0.9963397,0.00001126625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001204365,0.0001345393,0.001125875,0.0004036866,0.0002536536,0.00009020627,0.001099354,0.001369143,0.9943191],"genre_scores_gemma":[0.00201562,0.00007758835,0.0005454014,0.0001408332,0.00002937822,0.00003905859,0.0006863775,0.000233267,0.9962326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02342665,"threshold_uncertainty_score":0.0334152,"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."}}