{"id":"W2157729249","doi":"10.20982/tqmp.04.2.p065","title":"General Linear Models: An Integrated Approach to Statistics","year":2008,"lang":"en","type":"article","venue":"Tutorials in Quantitative Methods for Psychology","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Statistics; Econometrics; Computer science; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02248147,0.003202182,0.003389835,0.005125163,0.0009609162,0.006176744,0.005420667,0.003427704,0.008938597],"category_scores_gemma":[0.05478168,0.001556869,0.003134711,0.007514008,0.003129098,0.007257495,0.004465431,0.009278983,0.005517664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002432213,"about_ca_system_score_gemma":0.004162895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002978761,"about_ca_topic_score_gemma":0.002966505,"domain_scores_codex":[0.9751482,0.01642498,0.001268373,0.002255513,0.004568204,0.0003347875],"domain_scores_gemma":[0.9602693,0.0336085,0.001308938,0.002025551,0.002415214,0.0003725328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006288283,0.0001439515,0.001206806,0.001678449,0.0007237933,0.0002458053,0.0009437443,0.04180939,0.0008669212,0.6577283,0.03724412,0.2573458],"study_design_scores_gemma":[0.00002409874,0.0000735476,0.0003539086,0.0003553012,0.00008381236,0.0001510155,0.0001129617,0.07765865,0.0002871076,0.8608384,0.05999343,0.00006760561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001691173,0.002748423,0.9932685,0.001145394,0.0001808482,0.00004783571,0.0001499738,0.000461927,0.001827838],"genre_scores_gemma":[0.01364628,0.01098201,0.9685462,0.001022615,0.001745634,0.0007252279,0.0005207165,0.0006254432,0.00218592],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02248147,"threshold_uncertainty_score":0.1188948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7033000574113554,"score_gpt":0.6334880003777158,"score_spread":0.06981205703363957,"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."}}