{"id":"W4411312196","doi":"10.53762/72bggq90","title":"10.53762/72bggq90","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001653752,0.00008279482,0.000115468,0.00001680182,0.0006566476,0.0001056398,0.0001816088,0.00003893649,0.981223],"category_scores_gemma":[0.0001705508,0.00007011929,0.00004512966,0.0001786096,0.0001200297,0.00008761729,0.00002258232,0.00004773174,0.9331389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002868108,"about_ca_system_score_gemma":0.00003409064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005721251,"about_ca_topic_score_gemma":0.000005826312,"domain_scores_codex":[0.9992145,0.00005934383,0.000108601,0.000154793,0.0001981786,0.0002645568],"domain_scores_gemma":[0.9996246,0.00006002011,0.00001568159,0.0001083961,0.00006820504,0.0001231486],"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":[0.00002776535,0.00003574042,0.000004896802,0.000003374317,0.00002367832,0.00000808492,0.009752545,0.000005975452,0.000003057608,0.0001785087,0.5458468,0.4441096],"study_design_scores_gemma":[0.00006927487,0.00003560991,0.0001210109,0.000007799112,0.000008821408,3.065168e-7,0.00005571452,0.000004753187,0.00000138275,0.00004563709,0.9995351,0.0001146272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002270557,0.0001362336,4.191957e-8,0.0009930395,0.00001264915,0.000120895,0.000009031561,0.0001310098,0.9963266],"genre_scores_gemma":[0.002201024,0.000002830961,0.00009694933,0.0001858142,0.0006618868,0.000009320126,0.000004794479,0.000006337328,0.9968311],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4536883,"threshold_uncertainty_score":0.5050469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010722474333117,"score_gpt":0.2296745165552821,"score_spread":0.2195672918119509,"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."}}