{"id":"W7116970402","doi":"10.1145/3663547.3786465","title":"10.1145/3663547.3786465","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Engineering and Material Science Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Set (abstract data type); Focus (optics); Session key","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":[0.001540107,0.003210286,0.002752653,0.002797293,0.002733435,0.005038382,0.0024238,0.004540431,0.940708],"category_scores_gemma":[0.002711693,0.001865469,0.00164912,0.008021573,0.001504726,0.01012405,0.006359592,0.002846651,0.9664796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001831834,"about_ca_system_score_gemma":0.0008560103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01310991,"about_ca_topic_score_gemma":0.01038411,"domain_scores_codex":[0.9994088,0.00003671244,0.00005125704,0.0001705254,0.0002051948,0.0001275163],"domain_scores_gemma":[0.9984559,0.0002848798,0.00007062152,0.0005347966,0.0003569264,0.0002968543],"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":[0.0002669533,0.0001505541,0.0005399557,0.0005454667,0.00004703928,0.0002215789,0.00009482316,0.0005897772,0.001652671,0.006562254,0.6445182,0.3448107],"study_design_scores_gemma":[0.00002497842,0.00003074571,0.0007781397,0.0002321378,0.00003762584,0.0001506903,0.00005581448,0.0004749133,0.0005018826,0.001234693,0.9964528,0.00002553351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001512603,0.005350125,0.006316244,0.0009930929,0.002096295,0.000304366,0.01163157,0.01086592,0.9609297],"genre_scores_gemma":[0.00260129,0.002579299,0.0009792005,0.000488999,0.0001756755,0.000118548,0.006073446,0.001854232,0.9851292],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05929196,"threshold_uncertainty_score":0.08457267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00824906308314689,"score_gpt":0.2151786698539091,"score_spread":0.2069296067707622,"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."}}