{"id":"W4411617835","doi":"10.51847/ymp1mai","title":"10.51847/yMP1mai","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Tabriz; Tabriz University of Medical Sciences","keywords":"CAD; Adaptation (eye); Computer science; Engineering drawing; 3d printer; Biomedical engineering; Computer graphics (images); Engineering; Mechanical engineering; Biology","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":[0.0002703354,0.00009254684,0.0001244145,0.00003250456,0.000106952,0.0001107568,0.0001969763,0.00003603811,0.9995075],"category_scores_gemma":[0.00003103162,0.00008391248,0.00002857285,0.000100852,0.00002652627,0.0001074889,0.00003551973,0.00002133191,0.9975627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002211452,"about_ca_system_score_gemma":0.00002750713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000294044,"about_ca_topic_score_gemma":1.959327e-7,"domain_scores_codex":[0.9991699,0.00005163161,0.0001680185,0.0001989185,0.0001782388,0.0002332192],"domain_scores_gemma":[0.9995477,0.00002429695,0.00002207711,0.000266478,0.00003574019,0.0001036987],"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":[0.00008137121,0.00007062381,8.483986e-8,0.000007377265,0.000004082069,0.000003620983,0.00006180727,0.0005851737,0.2701643,0.00001143879,0.08253342,0.6464767],"study_design_scores_gemma":[0.0001248525,0.00006238597,0.00007750016,0.0000080395,0.000008828129,0.000004408818,6.329107e-7,0.00009191063,0.00458293,0.00001407612,0.9949043,0.0001200851],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1239707,0.00001272454,0.000001177011,0.000336352,0.00001293324,0.0001496996,0.00004314721,0.0001649823,0.8753083],"genre_scores_gemma":[0.005186385,1.558451e-7,0.0003250816,0.00009580405,0.0001554765,0.00003122753,0.00001092441,0.00001482517,0.9941801],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9123709,"threshold_uncertainty_score":0.3421852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203240874732729,"score_gpt":0.2150426301339943,"score_spread":0.2030102213866671,"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."}}