{"id":"W7153981004","doi":"10.1145/3772318.3808892","title":"10.1145/3772318.3808892","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); Communication skills; Language acquisition; Experiential learning","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":[0.00008716044,0.0001140115,0.0001071323,0.00007819448,0.00009867925,0.0001397106,0.0009828967,0.00004195731,0.9821607],"category_scores_gemma":[0.00001471618,0.0001158391,0.00005214104,0.0003875947,0.00001397936,0.0004728334,0.0001502305,0.0001093955,0.9941431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004715841,"about_ca_system_score_gemma":0.00003181012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004457412,"about_ca_topic_score_gemma":5.543735e-7,"domain_scores_codex":[0.9990554,0.00003288278,0.0001597018,0.0002960832,0.0001960826,0.0002598591],"domain_scores_gemma":[0.9990069,0.00007213844,0.00002588445,0.0006919755,0.00005927254,0.0001438068],"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":[0.000008118489,0.00004750365,1.73587e-7,0.0000019228,0.000009808826,0.000009117455,0.00007422411,0.0003063729,0.0000751476,0.00005679741,0.2308624,0.7685484],"study_design_scores_gemma":[0.00007252104,0.00007091993,0.00004143475,0.00001043684,0.000003403125,0.00002526893,6.635466e-7,0.008490528,0.000127728,0.00006134605,0.9909531,0.0001426488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003660498,0.00001444058,0.0004669855,0.002484181,0.00001350787,0.0001078131,0.000002922364,0.000358273,0.9961858],"genre_scores_gemma":[0.000360394,1.473147e-7,0.005153552,0.0004959215,0.0001084186,0.00001841901,0.00000230921,0.00001197355,0.9938489],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7684058,"threshold_uncertainty_score":0.4723783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005981811109931182,"score_gpt":0.1935206390024919,"score_spread":0.1875388278925608,"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."}}