{"id":"W4411324493","doi":"10.53762/fgexff02","title":"10.53762/fgexff02","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Linguistic, Cultural, and Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry","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":[0.0001638449,0.00008283223,0.0001154728,0.00001687538,0.0006600894,0.0001063693,0.0001815918,0.00003895107,0.9820328],"category_scores_gemma":[0.0001640597,0.00007014194,0.00004520426,0.0001799812,0.0001206315,0.00008900101,0.00002152031,0.00004774521,0.9350458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002888324,"about_ca_system_score_gemma":0.00003362176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004754621,"about_ca_topic_score_gemma":0.000004624554,"domain_scores_codex":[0.9992144,0.00005940236,0.000108728,0.0001546694,0.0001985508,0.0002642662],"domain_scores_gemma":[0.9996265,0.0000575605,0.00001570164,0.0001084254,0.00006879574,0.00012303],"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":[0.00002884948,0.00003780185,0.000004949838,0.000003661308,0.00002533651,0.000008328124,0.01075625,0.000006617221,0.000003662712,0.0001925452,0.5306935,0.4582385],"study_design_scores_gemma":[0.00006865004,0.00003486202,0.0001225152,0.000007742927,0.000008899191,2.99287e-7,0.00005729047,0.000005365609,0.000001527861,0.00004490339,0.9995332,0.0001146929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002381039,0.0001354769,4.17856e-8,0.001016637,0.00001242797,0.0001201616,0.000008766637,0.0001312602,0.9961942],"genre_scores_gemma":[0.002502233,0.000002721352,0.00009747111,0.0001721939,0.0006574153,0.000008960627,0.000004641958,0.00000639975,0.9965479],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4688398,"threshold_uncertainty_score":0.5076941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026077785989987,"score_gpt":0.229234467736297,"score_spread":0.2189736898763971,"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."}}