{"id":"W2418815389","doi":"10.1016/s0197-2510(08)70186-4","title":"10.1016/s0197-2510(08)70186-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Historical and Linguistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Word (group theory); Linguistics; Computer science; Natural language processing; Psychology; 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":[0.000220383,0.00008419779,0.0001425907,0.00002988638,0.0005024413,0.00002662699,0.0001954576,0.00005037346,0.9970616],"category_scores_gemma":[0.0005308335,0.00007696663,0.00005045912,0.0002612438,0.0001188856,0.00002651265,0.0000249158,0.0000688697,0.9948449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009336875,"about_ca_system_score_gemma":0.00004659085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009823327,"about_ca_topic_score_gemma":0.00001033923,"domain_scores_codex":[0.9990785,0.00005794764,0.0001269177,0.0001748287,0.0002654216,0.0002963932],"domain_scores_gemma":[0.9995084,0.0001233708,0.00001899964,0.0001159484,0.00006461966,0.000168613],"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":[0.00001263879,0.00002687905,2.08961e-7,0.000001358796,0.000007446541,0.000003529897,0.001017012,0.000002146092,8.448431e-7,0.00004481681,0.64442,0.3544631],"study_design_scores_gemma":[0.000068523,0.00004601089,0.00001530701,0.00000647355,0.00001033656,2.087856e-7,0.00002221408,0.000004173702,0.000001202112,0.00006386024,0.9996431,0.0001185344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005635303,0.0001465782,4.556381e-7,0.000855915,0.000008664661,0.00009888025,0.00000501617,0.0001256811,0.9987025],"genre_scores_gemma":[0.0002383138,0.000001119913,0.0000826011,0.00005205925,0.0009325577,0.00001140038,0.000001337761,0.000008045313,0.9986725],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3552231,"threshold_uncertainty_score":0.3864423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136620010444353,"score_gpt":0.2178230924467374,"score_spread":0.2064568923422939,"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."}}