{"id":"W7153778866","doi":"10.1145/3772318.3808942","title":"10.1145/3772318.3808942","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"AI in Service Interactions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Component (thermodynamics); Session key; Training (meteorology)","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":[0.0000872041,0.0001140455,0.0001070857,0.00007838336,0.00009913342,0.0001385836,0.0009848606,0.00004192968,0.9824393],"category_scores_gemma":[0.0000149578,0.000115855,0.00005215751,0.0003902817,0.00001408311,0.0004736641,0.0001503938,0.0001084005,0.9940986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004558373,"about_ca_system_score_gemma":0.00002645765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004273132,"about_ca_topic_score_gemma":5.063055e-7,"domain_scores_codex":[0.9990551,0.00003270474,0.000159802,0.0002961675,0.0001960566,0.0002601842],"domain_scores_gemma":[0.999006,0.00007167766,0.00002590395,0.0006924614,0.0000600237,0.0001438954],"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":[0.000007767351,0.00004551262,1.451236e-7,0.000001877482,0.00000940386,0.000008766376,0.00007010112,0.0002892485,0.0000734221,0.00005215519,0.1919288,0.8075128],"study_design_scores_gemma":[0.00007203102,0.00007100678,0.00003729878,0.000009371322,0.000003389483,0.00002562055,6.591774e-7,0.01000807,0.0001304588,0.00006353079,0.989436,0.0001426226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003166449,0.00001454304,0.0005541677,0.002556277,0.00001347465,0.0001067108,0.00000304643,0.0003619831,0.9960731],"genre_scores_gemma":[0.0004070672,1.281761e-7,0.005199293,0.0005038623,0.0001077379,0.00001845572,0.000002311345,0.0000120398,0.9937491],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8073702,"threshold_uncertainty_score":0.472443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005981254864390317,"score_gpt":0.1935420119973587,"score_spread":0.1875607571329684,"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."}}