{"id":"W4411656200","doi":"10.51847/2uwxnorshl","title":"10.51847/2UWxNorsHL","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; Philosophy","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":[0.0000661495,0.0001310904,0.0001697883,0.00005198141,0.0001905956,0.0001621333,0.000186397,0.00002627901,0.9990436],"category_scores_gemma":[0.00005922648,0.00009778167,0.00009574382,0.00004819195,0.00006422453,0.0000649101,0.0000264919,0.00006667818,0.9842335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002457372,"about_ca_system_score_gemma":0.000007934737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004223521,"about_ca_topic_score_gemma":0.00002499618,"domain_scores_codex":[0.9992456,0.00002162427,0.0001710672,0.0001843922,0.000157463,0.0002198171],"domain_scores_gemma":[0.9995301,0.00002558821,0.00002705275,0.0002126735,0.000103518,0.0001010508],"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":[0.0000544212,0.00009384745,3.058216e-7,0.00001428377,0.0001474889,0.00003543044,0.005635482,0.00007121885,0.00002117154,0.001878701,0.2016573,0.7903903],"study_design_scores_gemma":[0.0000812502,0.0000466069,0.000003155988,0.000008795337,0.00005886588,0.0000013057,0.00004368437,0.0000828651,0.000006616209,0.0000472609,0.9994427,0.0001769168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001311163,0.00005041537,1.569439e-7,0.000289219,0.000008889968,0.0000750382,0.00003831492,0.000152177,0.9980747],"genre_scores_gemma":[0.003931654,2.251933e-7,0.00004096375,0.0002129902,0.001395224,0.000007542071,0.00004546315,0.00001757888,0.9943483],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7977853,"threshold_uncertainty_score":0.3987421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070552137701158,"score_gpt":0.1765597396532223,"score_spread":0.1658542182762107,"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."}}