{"id":"W4232871460","doi":"10.1093/med/9780199685219.003.0009","title":"Generalizability theory","year":2014,"lang":"en","type":"book","venue":"","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Generalizability theory; Reliability (semiconductor); Relation (database); Computer science; Extension (predicate logic); Cronbach's alpha; Reliability theory; Econometrics; Statistics; Mathematics; Power (physics); Data mining; Psychometrics","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":[0.01305033,0.001029322,0.001192126,0.00393703,0.001259961,0.004632692,0.002033166,0.001771455,0.01369932],"category_scores_gemma":[0.02785864,0.0004141384,0.001485392,0.002537289,0.01110145,0.005268778,0.002318855,0.003145839,0.00247883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004502913,"about_ca_system_score_gemma":0.002102459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002032053,"about_ca_topic_score_gemma":0.0009599925,"domain_scores_codex":[0.9881555,0.00649806,0.0006520109,0.001468071,0.002880968,0.0003453529],"domain_scores_gemma":[0.9772728,0.01641385,0.0008317753,0.002442902,0.002803373,0.0002352458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005336977,0.000008068761,0.000276344,0.0001991889,0.00002977084,0.00003090389,0.0005509813,0.001260542,0.00005825714,0.9624997,0.007128876,0.02795212],"study_design_scores_gemma":[0.000005502998,0.00001024398,0.0004453515,0.0002816071,0.0000147513,0.00006860872,0.0001675248,0.001035741,0.00005763252,0.9521347,0.04577008,0.000008355853],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.005746287,0.03152316,0.3461641,0.02506959,0.001414458,0.0004690893,0.000675495,0.0004828392,0.5884549],"genre_scores_gemma":[0.7223095,0.05446006,0.1270652,0.01328742,0.004978303,0.002213905,0.001577697,0.0005888529,0.07351907],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01369932,"threshold_uncertainty_score":0.06901759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0987455236960337,"score_gpt":0.3786746100101881,"score_spread":0.2799290863141544,"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."}}