{"id":"W2914395346","doi":"","title":"Proceedings of the 13th International Conference on Humans and Computers","year":2010,"lang":"en","type":"article","venue":"","topic":"Cognitive Computing and Networks","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Event (particle physics); The Internet; Media studies; Political science; Sociology; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001075234,0.00005315313,0.0000525762,0.00002802709,0.00005795405,0.00008523931,0.000545911,0.00002295676,0.00001191616],"category_scores_gemma":[0.00001538075,0.00003443679,0.00002073967,0.0000806346,0.00007331174,0.0000735103,0.0003112512,0.0001489755,0.00000226608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002881517,"about_ca_system_score_gemma":0.00001190332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000538536,"about_ca_topic_score_gemma":0.000006125578,"domain_scores_codex":[0.9995567,0.00000366487,0.00007732226,0.0001600913,0.0001265412,0.00007567716],"domain_scores_gemma":[0.9996552,0.00004606554,0.0000455933,0.00008387175,0.0001483384,0.00002091047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002812777,0.00003585902,0.007462088,0.000003370617,0.000009360272,2.631513e-7,0.0004718218,0.000003289674,0.003910188,0.930537,0.003306236,0.05425768],"study_design_scores_gemma":[0.0008035195,0.0001947818,0.2759489,0.0001866748,0.000006831473,0.0000314602,0.00009988609,0.6808635,0.01229549,0.02359494,0.005637376,0.000336571],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8516236,0.000002237686,0.03756815,0.003345306,0.001280134,0.00009030433,6.246297e-7,0.00007387828,0.1060158],"genre_scores_gemma":[0.9940735,0.000002147425,0.005101868,0.0004693769,0.00006287211,8.815474e-7,1.190662e-7,0.000001712872,0.0002875688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9069421,"threshold_uncertainty_score":0.1404292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997321734401699,"score_gpt":0.246048861432967,"score_spread":0.22607564408895,"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."}}