{"id":"W3211365142","doi":"10.1207/s15327574ijt0601_7","title":"Book Review","year":2006,"lang":"en","type":"article","venue":"International Journal of Testing","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology","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":[0.0002256084,0.00006295963,0.0001329521,0.0000403358,0.00002584121,0.00001416509,0.0002596807,0.00002492314,0.003864827],"category_scores_gemma":[0.0001392192,0.00004384802,0.0000857492,0.00006912563,0.00002988449,0.00006766483,0.0000273407,0.0001475838,0.0001330664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002229783,"about_ca_system_score_gemma":0.000006426439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004409533,"about_ca_topic_score_gemma":6.042842e-7,"domain_scores_codex":[0.9991637,0.00003391544,0.0004027553,0.00007159026,0.0002321388,0.00009584388],"domain_scores_gemma":[0.9990789,0.0001337445,0.0003334977,0.00004807322,0.0003800781,0.00002569513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001707337,0.000137243,0.02107257,0.00000638765,0.000043452,0.0003209721,0.00001571545,0.00000262402,0.0002298144,0.0003354106,0.9232525,0.05456625],"study_design_scores_gemma":[0.0003571885,0.0001418469,0.1628622,0.0006603207,0.00003378712,0.0009736798,0.00001069937,9.937405e-7,0.00002072783,0.0008049547,0.8340501,0.00008349004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03187361,0.7455891,0.0004663343,0.01967066,0.005381399,0.0001119685,0.00000845641,0.00004380757,0.1968547],"genre_scores_gemma":[0.7591633,0.008472298,0.01190691,0.1463037,0.01259487,0.00003044992,0.00001301888,0.0000616227,0.06145386],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7371168,"threshold_uncertainty_score":0.9970458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2545338026231972,"score_gpt":0.4185244620667977,"score_spread":0.1639906594436004,"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."}}