{"id":"W7095678088","doi":"","title":"AND HUMAN PERFORMANCE IMPROVEMENT","year":2006,"lang":"en","type":"article","venue":"","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); State (computer science); Table (database); Data collection; Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006501116,0.00002024104,0.00002045274,0.000008464887,0.0003189071,0.00002296242,0.00003217104,0.0000137433,0.0001055483],"category_scores_gemma":[0.000001496698,0.00001322986,0.000006870819,0.00003485534,0.00007821559,0.00005267833,0.000009209582,0.00001321812,0.00001146171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002415426,"about_ca_system_score_gemma":0.00002031257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0465753,"about_ca_topic_score_gemma":0.0028236,"domain_scores_codex":[0.9997413,0.000002314723,0.00004100481,0.00003939146,0.00008016259,0.00009583824],"domain_scores_gemma":[0.999922,0.000002240758,0.00001001186,0.00002438997,0.00001583872,0.0000254613],"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":[3.283146e-7,0.00002469818,0.01697943,0.000002708893,0.000001214748,3.718347e-8,0.0004872139,0.000002165628,0.0002880581,0.96375,0.01349946,0.004964692],"study_design_scores_gemma":[0.00007450359,0.00003307202,0.3537823,0.000002089312,0.000001559217,1.98007e-7,0.002146028,0.000005603819,0.0002147523,0.009587319,0.6340879,0.00006463259],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6373197,0.00001345047,7.902242e-7,0.001526738,0.00004250614,0.00002727715,1.99138e-7,0.00001029281,0.361059],"genre_scores_gemma":[0.951583,0.0000124567,0.00003764516,0.000247088,0.0001905778,0.00000212034,0.000001016177,8.625106e-7,0.04792529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9541627,"threshold_uncertainty_score":0.9597737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007254548034071314,"score_gpt":0.2920106330944868,"score_spread":0.2847560850604155,"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."}}