{"id":"W2783712470","doi":"","title":"Online, Randomized, Self-Marking Quizzes","year":2003,"lang":"en","type":"article","venue":"","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Psychology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002136498,0.0001055007,0.0002001937,0.00003971742,0.00002882263,0.00002584316,0.00007728959,0.00004261125,0.0005836916],"category_scores_gemma":[0.00005397834,0.00008215015,0.00007615681,0.00007895249,0.00001528162,0.00005432888,0.00000619269,0.00008328305,0.00008543621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001625495,"about_ca_system_score_gemma":0.000006566323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001168616,"about_ca_topic_score_gemma":0.00001716673,"domain_scores_codex":[0.9994233,0.00003429722,0.0001800057,0.00009991977,0.00008788225,0.0001745855],"domain_scores_gemma":[0.9996902,0.00008388657,0.00001020448,0.0001485989,0.00001846272,0.00004860967],"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":[0.0007591689,0.0004523666,0.001217863,0.0002776996,0.001101198,0.00006898349,0.002162649,0.2346563,0.00243429,0.7086329,0.0121346,0.0361019],"study_design_scores_gemma":[0.04886451,0.00003386911,0.0001688356,0.00006602594,0.0001380224,0.0000781323,0.0003846967,0.6003383,0.05216316,0.006469095,0.2898432,0.001452114],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08479688,0.001902654,0.5835996,0.0000460732,0.001009826,0.0003502939,0.000002015243,0.001283481,0.3270092],"genre_scores_gemma":[0.9615768,0.0005192596,0.0367346,0.0001129058,0.00005438813,0.00001124426,0.000002320787,0.00002564124,0.0009628409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8767799,"threshold_uncertainty_score":0.6391013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009303853020732143,"score_gpt":0.2109002595855287,"score_spread":0.2015964065647966,"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."}}