{"id":"W4411312251","doi":"10.53762/vqy3d993","title":"10.53762/vqy3d993","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":"Computer science","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":[0.00075648,0.0008598149,0.0006984024,0.001981416,0.002844323,0.004798313,0.001179295,0.003572674,0.9662338],"category_scores_gemma":[0.001653897,0.0004969945,0.000549772,0.00175606,0.001313532,0.002133331,0.00335283,0.001721989,0.9493002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001778842,"about_ca_system_score_gemma":0.0009126259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008430721,"about_ca_topic_score_gemma":0.00929602,"domain_scores_codex":[0.9994962,0.00007230819,0.00004130513,0.0001086672,0.0001891333,0.00009236988],"domain_scores_gemma":[0.9990344,0.0001878384,0.00005041207,0.0001907979,0.0003298573,0.000206665],"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":[0.0001427651,0.0001269594,0.001246922,0.0002481526,0.00001117882,0.0002702844,0.000153379,0.0001515398,0.00109779,0.01256134,0.6954268,0.2885629],"study_design_scores_gemma":[0.00002279325,0.00001844497,0.0007106799,0.0001559534,0.00000349971,0.0001799241,0.0001239833,0.0001567664,0.0002120244,0.001228713,0.997177,0.00001024964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005605389,0.0003160613,0.0004869709,0.00106602,0.0004979959,0.0000510745,0.001339263,0.0007541257,0.9949279],"genre_scores_gemma":[0.003572108,0.0001938497,0.0002593818,0.0003192986,0.0001014021,0.00002898223,0.000541547,0.0002317543,0.9947518],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03376621,"threshold_uncertainty_score":0.04816341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015297741257744,"score_gpt":0.229774789733833,"score_spread":0.2196218123212556,"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."}}