{"id":"W4411617943","doi":"10.51847/pts4fzudax","title":"10.51847/PTs4fzUDAx","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cognitive Computing and Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Semantic network; World Wide Web; Semantic computing; Information retrieval; Semantic Web; Natural language processing","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":[0.0008848546,0.001373884,0.0007239705,0.002649687,0.001692817,0.003956576,0.001239197,0.003912775,0.9564949],"category_scores_gemma":[0.001616577,0.0004479933,0.0007324374,0.002492574,0.0009756567,0.003267671,0.001800934,0.001429208,0.9493308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001452802,"about_ca_system_score_gemma":0.0009844112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005682161,"about_ca_topic_score_gemma":0.003777157,"domain_scores_codex":[0.9994425,0.00006577496,0.00004979047,0.0001669007,0.0001682476,0.0001067539],"domain_scores_gemma":[0.9986755,0.0003039197,0.00007540525,0.0002109175,0.0004530144,0.000281271],"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":[0.0003403626,0.000232247,0.001417608,0.000345709,0.00001812775,0.0002946952,0.0001875034,0.0003404949,0.003059865,0.009004062,0.1876912,0.7970683],"study_design_scores_gemma":[0.00005531617,0.0000885983,0.001278845,0.0001859162,0.00001780626,0.0003594161,0.0001842145,0.0005253009,0.0008674821,0.001607073,0.9948114,0.00001851132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002586559,0.0008642292,0.003497946,0.001030313,0.0009589877,0.0001361067,0.001327211,0.001946876,0.9876518],"genre_scores_gemma":[0.005914703,0.000457443,0.001776842,0.0003071819,0.0001028895,0.00007670719,0.000882155,0.0003140451,0.990168],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04350513,"threshold_uncertainty_score":0.06205481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007433504835015302,"score_gpt":0.1844239137074299,"score_spread":0.1769904088724146,"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."}}