{"id":"W7160127770","doi":"10.21428/23398f7c.195d8591","title":"10.21428/23398f7c.195d8591","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Mathematics and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.0001542564,0.0001210708,0.0001758657,0.00004355149,0.00008423164,0.00003732861,0.0002284325,0.00004844057,0.9912024],"category_scores_gemma":[0.0000601658,0.000111207,0.00006271397,0.0001800724,0.00001856329,0.00003423987,0.00003342354,0.0000652991,0.9688192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001756176,"about_ca_system_score_gemma":0.00001456034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002854715,"about_ca_topic_score_gemma":9.830709e-8,"domain_scores_codex":[0.9992169,0.00001520872,0.0002267751,0.0001720743,0.0001660371,0.0002029609],"domain_scores_gemma":[0.9991705,0.0001383514,0.00003921556,0.0004928152,0.00003811252,0.0001209916],"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":[0.000006640644,0.000144882,2.044242e-8,0.00002516211,0.00001539926,0.000001111372,0.00004381047,0.000005126961,0.0001074471,0.001152276,0.8631807,0.1353174],"study_design_scores_gemma":[0.00009897419,0.00002818979,0.000001507797,0.00001810562,0.00002228352,0.000005204411,0.000001829589,0.0004175041,0.0001140407,0.005675807,0.9934742,0.0001423814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001258232,0.000009411177,0.00004022691,0.0004298523,8.947643e-7,0.0002889822,0.00001699854,0.0001632313,0.9977922],"genre_scores_gemma":[0.000155763,2.743753e-7,0.01139924,0.00003909266,0.00008041324,0.00008170622,0.000006551611,0.00003089126,0.9882061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.135175,"threshold_uncertainty_score":0.4534888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02224633284758631,"score_gpt":0.2466533212096805,"score_spread":0.2244069883620942,"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."}}