{"id":"W4411324649","doi":"10.53762/9gh1xr92","title":"10.53762/9gh1xr92","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":[0.000670918,0.001269052,0.0006546295,0.001961298,0.001375477,0.004226461,0.001248997,0.002404303,0.973958],"category_scores_gemma":[0.001355446,0.0004756541,0.0006184298,0.001821904,0.0008365681,0.00245148,0.002831714,0.001465485,0.9797696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008198907,"about_ca_system_score_gemma":0.0005507814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517914,"about_ca_topic_score_gemma":0.00145866,"domain_scores_codex":[0.9995128,0.00004598063,0.00003868749,0.0001651269,0.0001647811,0.00007257205],"domain_scores_gemma":[0.9986722,0.0002479353,0.00005980794,0.0002528946,0.0004670328,0.000300166],"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":[0.0001184203,0.0001271927,0.0007553943,0.0003546576,0.00001301154,0.0003224971,0.0001088842,0.0001588337,0.002729009,0.003805029,0.4926385,0.4988686],"study_design_scores_gemma":[0.00001836119,0.00002751065,0.0006365891,0.0001864032,0.000006373046,0.0003391098,0.0001116518,0.0001895386,0.0005091954,0.000767407,0.997188,0.00001978069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005249172,0.0004251509,0.001138882,0.0004845895,0.0007062667,0.00008462738,0.0008042101,0.001533312,0.994298],"genre_scores_gemma":[0.00175156,0.000250035,0.0006035537,0.0003416126,0.0001108966,0.00004052174,0.0005404173,0.0002825332,0.9960789],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02604198,"threshold_uncertainty_score":0.03714567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014337886842973,"score_gpt":0.2297110307760242,"score_spread":0.2195676519075945,"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."}}