{"id":"W4411324633","doi":"10.53762/qtr92n30","title":"10.53762/qtr92n30","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":"Medicine","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":[0.0001741031,0.00008290331,0.0001174458,0.00001673479,0.0006529579,0.0001053385,0.0001816984,0.00003912098,0.9807411],"category_scores_gemma":[0.0001766848,0.00007014096,0.00004560588,0.0001780785,0.000119977,0.00008851596,0.00002160141,0.00004797498,0.9321877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002871641,"about_ca_system_score_gemma":0.00003468097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004938254,"about_ca_topic_score_gemma":0.000004460003,"domain_scores_codex":[0.999209,0.00006382392,0.0001100034,0.0001552364,0.000197751,0.0002641504],"domain_scores_gemma":[0.9996213,0.00006190175,0.00001597531,0.0001085745,0.00006886677,0.0001233494],"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":[0.00003082059,0.00003673277,0.000004538505,0.000003654432,0.00002543369,0.000008029552,0.0104758,0.000006725058,0.000003802033,0.0001984153,0.4823212,0.5068849],"study_design_scores_gemma":[0.00006941601,0.00003512515,0.0001225769,0.00000778638,0.000008932617,2.947981e-7,0.00005623658,0.000005205604,0.000001565716,0.00004938317,0.9995288,0.0001146701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002217823,0.0001365325,5.178778e-8,0.001001554,0.00001259531,0.0001204273,0.000008685186,0.0001297704,0.9963726],"genre_scores_gemma":[0.002069392,0.00000263627,0.0001216052,0.000174046,0.0006644997,0.000009011077,0.000004587377,0.000006404453,0.9969478],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5172076,"threshold_uncertainty_score":0.5022091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102830122544147,"score_gpt":0.2301897901430437,"score_spread":0.2199067778886291,"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."}}