{"id":"W7153987615","doi":"10.1145/3772318.3809117","title":"10.1145/3772318.3809117","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.00237447,0.003292856,0.002843797,0.003135895,0.002182418,0.005405328,0.003049045,0.004781111,0.9650273],"category_scores_gemma":[0.003959121,0.002096108,0.00154693,0.009325489,0.001826203,0.008260095,0.006022762,0.002536723,0.9792021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002281331,"about_ca_system_score_gemma":0.001243063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01822011,"about_ca_topic_score_gemma":0.01502229,"domain_scores_codex":[0.9991376,0.00006911286,0.00007421936,0.0002655979,0.0002866392,0.0001666978],"domain_scores_gemma":[0.9979548,0.0004669028,0.00008901363,0.0006494586,0.0004579358,0.0003818804],"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":[0.0001994762,0.0001350575,0.000396407,0.0005023018,0.00003978069,0.0001492921,0.00007421947,0.0005840787,0.001011239,0.004128767,0.7298127,0.2629667],"study_design_scores_gemma":[0.0000355804,0.00003088653,0.0009261167,0.0003062372,0.00003957891,0.0001391477,0.00007819745,0.0007286418,0.0004969516,0.001467545,0.9957107,0.00004037775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001668431,0.005206153,0.01554639,0.001509208,0.002590449,0.0005981451,0.02701125,0.02601868,0.9198513],"genre_scores_gemma":[0.003067393,0.002426133,0.002800346,0.0008057805,0.0001527653,0.0002680511,0.01060595,0.002820449,0.9770532],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03497267,"threshold_uncertainty_score":0.0498842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005173840714741649,"score_gpt":0.1769971000514086,"score_spread":0.1718232593366669,"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."}}