{"id":"W2357315873","doi":"","title":"Educational Efficiency:A Concept Need Reconsidering","year":2007,"lang":"en","type":"article","venue":"Kyouikugaku no kenkyuu to jissen","topic":"African Education and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Equity (law); Educational resources; Resource (disambiguation); Educational equity; Meaning (existential); Frame (networking); Economic efficiency; Computer science; Education theory; Sociology; Psychology; Economics; Pedagogy; Higher education; Political science; Microeconomics; Economic growth","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":[0.01266287,0.001175214,0.001438217,0.004887205,0.00363982,0.01148453,0.002807543,0.003663809,0.004302506],"category_scores_gemma":[0.01796712,0.0003216425,0.0008379311,0.004273486,0.05190511,0.03399711,0.005471433,0.008555119,0.0009599494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005834396,"about_ca_system_score_gemma":0.004446097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002243833,"about_ca_topic_score_gemma":0.001312226,"domain_scores_codex":[0.9905959,0.004681122,0.000637151,0.001054381,0.002362578,0.0006687347],"domain_scores_gemma":[0.9845772,0.009702412,0.0009148675,0.001745354,0.00249145,0.0005686604],"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":[0.000003101923,0.000007367224,0.0002158775,0.00004620893,0.000005859531,0.00001695473,0.001019936,0.0001045506,0.00002232639,0.9910288,0.001138747,0.006390287],"study_design_scores_gemma":[0.000004585795,0.00001392411,0.000468573,0.0002223738,0.000008303009,0.00007333648,0.002205517,0.0004632945,0.00009100337,0.9339214,0.06251185,0.0000158204],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02766203,0.0487355,0.2777368,0.2714088,0.005424586,0.0001666552,0.0002301319,0.0002784239,0.368357],"genre_scores_gemma":[0.8883097,0.01557828,0.05047815,0.01506554,0.006277754,0.0002809195,0.00013336,0.0003202109,0.02355599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01266287,"threshold_uncertainty_score":0.0669685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0385242194707544,"score_gpt":0.3603070689470553,"score_spread":0.3217828494763009,"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."}}