{"id":"W6990930930","doi":"","title":"ERIC ED499870: A Little Knowledge is A Dangerous Thing: How Perceptions of Costs and Benefits Affect Access to Education","year":2005,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Affect (linguistics); Perception; Scholarship; Foundation (evidence); Higher education; Formal education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000503213,0.0002144405,0.0002358246,0.0009543452,0.002140567,0.001927446,0.0004214443,0.0007915568,0.1768949],"category_scores_gemma":[0.002835316,0.0001604252,0.0001146287,0.003311884,0.0004007392,0.0009202028,0.0006724957,0.000623541,0.03546068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003623298,"about_ca_system_score_gemma":0.005753789,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8120654,"about_ca_topic_score_gemma":0.9226813,"domain_scores_codex":[0.9997619,0.00003505466,0.00001099477,0.00001789674,0.0001084927,0.00006571446],"domain_scores_gemma":[0.9986687,0.0003160837,0.00007762062,0.00005700594,0.0006191233,0.000261446],"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":[0.00001801227,0.00001525098,0.00536774,0.00007427407,0.000001652485,0.00006072946,0.001428448,0.00001983051,0.00003365571,0.0005203048,0.9566888,0.03577136],"study_design_scores_gemma":[0.00002207645,0.00002746088,0.1441985,0.0003955768,0.00001348366,0.0001410019,0.01618305,0.0001509831,0.0001926871,0.0008272326,0.8378209,0.0000271461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04323675,0.003166434,0.0003500114,0.03554383,0.0006487284,0.0001307698,0.06324591,0.0003229969,0.8533546],"genre_scores_gemma":[0.1309777,0.005874504,0.0007594344,0.007151098,0.0002409861,0.0001004951,0.02148792,0.0002604411,0.8331475],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8120654,"threshold_uncertainty_score":0.5917724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198769685060084,"score_gpt":0.2402638268826274,"score_spread":0.2282761300320266,"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."}}