{"id":"W4238505287","doi":"10.7202/1072606ar","title":"Redefining Success","year":2020,"lang":"en","type":"article","venue":"Paideusis","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Mainstream; Democracy; Point (geometry); Mathematics education; Political science; Sociology; Psychology; Mathematics; Politics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02250932,0.0008733015,0.001062743,0.00334873,0.006197873,0.0157204,0.001878276,0.004421809,0.02108602],"category_scores_gemma":[0.03829302,0.000388866,0.0003496274,0.002363398,0.04326495,0.01382588,0.02047889,0.006392424,0.003183497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009277598,"about_ca_system_score_gemma":0.01176745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007012094,"about_ca_topic_score_gemma":0.007800428,"domain_scores_codex":[0.9800749,0.007401051,0.0007216319,0.002554694,0.004092479,0.005155264],"domain_scores_gemma":[0.9654419,0.01290516,0.003049561,0.005274432,0.005059265,0.008269691],"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":[0.00001332621,0.00001794963,0.001224496,0.00005440886,0.000005790801,0.000063789,0.006285982,0.0001404708,0.000167778,0.964659,0.005525358,0.02184158],"study_design_scores_gemma":[0.00004724845,0.0001305865,0.005704384,0.0003769636,0.00002254496,0.0001633353,0.01498978,0.0006250495,0.0008174384,0.6721448,0.3049302,0.00004768915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0996806,0.0032589,0.01946463,0.1347928,0.0008089824,0.0001241211,0.0001781908,0.000341827,0.7413499],"genre_scores_gemma":[0.9630684,0.0007772631,0.001982399,0.003890387,0.0003194314,0.00009815893,0.00003503324,0.0001278279,0.02970124],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02250932,"threshold_uncertainty_score":0.1190421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07996877657353223,"score_gpt":0.3367854753566518,"score_spread":0.2568166987831195,"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."}}