{"id":"W3201375770","doi":"10.29173/slw6968","title":"Theory Research and Practice","year":2007,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0189397,0.003028156,0.003144051,0.008486114,0.007269942,0.01655333,0.003704309,0.01639296,0.02573178],"category_scores_gemma":[0.07780538,0.001008764,0.001982079,0.002940903,0.01311357,0.00736722,0.004178288,0.02055851,0.009313368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005108916,"about_ca_system_score_gemma":0.00625414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00147975,"about_ca_topic_score_gemma":0.002492427,"domain_scores_codex":[0.9865049,0.004440173,0.001162242,0.001475853,0.00567648,0.0007403783],"domain_scores_gemma":[0.8575248,0.09355853,0.00518865,0.006286182,0.02898285,0.008459063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001496677,0.00001513293,0.00002046959,0.0002223291,0.00001027787,0.00007595364,0.0001026337,0.00001753057,0.00003043178,0.002301898,0.9931746,0.004013729],"study_design_scores_gemma":[0.00008270072,0.00003226215,0.0003091033,0.001451886,0.00006492716,0.0002183269,0.0007830777,0.0001963482,0.0001625827,0.01207266,0.9846033,0.00002279562],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.00006093754,0.002962603,0.000148228,0.04677712,0.9466714,0.00001764328,0.00002760572,0.0000233234,0.003311136],"genre_scores_gemma":[0.001736899,0.00272407,0.0002260748,0.01611718,0.9718797,0.00004995741,0.00002274158,0.00003117609,0.007212092],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02573178,"threshold_uncertainty_score":0.1001638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1390782061518394,"score_gpt":0.4710478771921431,"score_spread":0.3319696710403038,"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."}}