{"id":"W2583262385","doi":"10.7202/1073278ar","title":"Education and Recognition","year":2020,"lang":"en","type":"article","venue":"Paideusis","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":[0.001550869,0.0002987814,0.0003256416,0.001124464,0.003801643,0.008898334,0.0008268161,0.002654818,0.07972486],"category_scores_gemma":[0.003451255,0.0001474063,0.000239228,0.0009635817,0.003279926,0.002946572,0.004693008,0.00328436,0.01776262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00344566,"about_ca_system_score_gemma":0.006990795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006765357,"about_ca_topic_score_gemma":0.01363315,"domain_scores_codex":[0.998251,0.0002927049,0.00007018985,0.0002421288,0.0006400475,0.0005038203],"domain_scores_gemma":[0.998885,0.0001388513,0.00006909656,0.0001718868,0.0003284889,0.0004067046],"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":[0.00001887736,0.00005310989,0.001047567,0.00005028741,0.000003041045,0.0001020762,0.001686768,0.00003694062,0.000300212,0.7298921,0.1496921,0.117117],"study_design_scores_gemma":[0.000004479247,0.00001735397,0.001565457,0.00006382618,0.000002151896,0.000137187,0.00103286,0.00004335057,0.0001613438,0.03024651,0.9667202,0.000005239207],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005687836,0.002567924,0.0005367704,0.01912996,0.002834953,0.0000350733,0.00006488901,0.0000364367,0.9691063],"genre_scores_gemma":[0.08694651,0.001245406,0.0003881509,0.004298605,0.0009367501,0.00002747491,0.00009171422,0.00002456132,0.9060408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07972486,"threshold_uncertainty_score":0.2667062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06383349187856867,"score_gpt":0.3506057037231388,"score_spread":0.2867722118445701,"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."}}