{"id":"W2247461623","doi":"","title":"Collaborative Mode Complex Assessment Tasks in Authentic Context: Theoretical Background, Internet Implementation and Validation","year":2010,"lang":"en","type":"article","venue":"","topic":"Bayesian Methods and Mixture Models","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Context (archaeology); The Internet; Computer science; Psychology; World Wide Web; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03536724,0.001164431,0.001317172,0.002331566,0.001581291,0.005436106,0.004571559,0.003707401,0.005830636],"category_scores_gemma":[0.1699936,0.001228989,0.0009229471,0.002121403,0.004960289,0.009013496,0.006860262,0.003218661,0.001433761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002032717,"about_ca_system_score_gemma":0.002707746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00448536,"about_ca_topic_score_gemma":0.002868534,"domain_scores_codex":[0.9550318,0.03470103,0.001220245,0.003126602,0.005301043,0.0006193254],"domain_scores_gemma":[0.7825586,0.1863092,0.005484422,0.01420994,0.009889184,0.001548659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001277812,0.002653978,0.02654689,0.000928509,0.0003137199,0.0002120108,0.01451266,0.1209099,0.003945996,0.3893028,0.002111024,0.4372847],"study_design_scores_gemma":[0.0002550994,0.0009144544,0.01080188,0.0004517142,0.0001336623,0.0003879429,0.002835518,0.6833453,0.005411253,0.2881773,0.00706917,0.0002166518],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08564244,0.0003325742,0.9042715,0.0006985585,0.00003485531,0.0004029901,0.00004363672,0.0002986936,0.008274704],"genre_scores_gemma":[0.6069063,0.0002642387,0.3901786,0.0001199077,0.00004064035,0.0007347208,0.00007103806,0.00007936274,0.001605217],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03536724,"threshold_uncertainty_score":0.1870421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01937933609933619,"score_gpt":0.3673407044692696,"score_spread":0.3479613683699335,"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."}}