{"id":"W3203436015","doi":"","title":"Demand characteristics as a tool for evaluating the design of collaborative tasks","year":2013,"lang":"en","type":"article","venue":"","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Human–computer interaction","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005004609,0.00007518255,0.0001230103,0.00001915367,0.00008050481,0.00002523294,0.0001250202,0.00005171902,0.0015865],"category_scores_gemma":[0.0001123195,0.00004591945,0.00002540943,0.00009332358,0.00004574485,0.00004987364,0.00001682898,0.0000563718,0.000149277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008709959,"about_ca_system_score_gemma":0.00005041737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005899275,"about_ca_topic_score_gemma":0.000002459736,"domain_scores_codex":[0.9993582,0.00008893796,0.0002105589,0.0001132575,0.00008088068,0.0001481564],"domain_scores_gemma":[0.9989363,0.0004628458,0.0001310959,0.0002033998,0.0002481142,0.00001824378],"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":[0.002111729,0.0007912787,0.04127032,0.000234514,0.001092116,0.00000339386,0.05862483,0.0009721176,0.05326609,0.3433905,0.08994766,0.4082955],"study_design_scores_gemma":[0.003973032,0.006199218,0.3092328,0.00007844096,0.0001981823,0.00002357542,0.006171229,0.6456975,0.001364298,0.01917565,0.007102184,0.0007838608],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9093261,0.00004965941,0.08346735,0.0004308847,0.0002960525,0.001402385,0.00003772953,0.00001633544,0.00497353],"genre_scores_gemma":[0.9868057,0.000006892593,0.007261067,0.0003614126,0.00005821789,0.0004127123,0.000007910693,0.00001065127,0.005075472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6447254,"threshold_uncertainty_score":0.9993262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04998788390808868,"score_gpt":0.3749284675778793,"score_spread":0.3249405836697906,"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."}}