{"id":"W2468793022","doi":"10.1017/s0953820816000170","title":"Effort and Achievement","year":2016,"lang":"en","type":"article","venue":"Utilitas","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Value (mathematics); Competence (human resources); Distributive justice; Epistemology; Distributive property; Positive economics; Sociology; Economic Justice; Psychology; Political science; Social psychology; Computer science; Economics; Law; Philosophy","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":[0.002764046,0.0005192818,0.0003127524,0.00158819,0.002031301,0.007943602,0.0007133354,0.001571954,0.00614186],"category_scores_gemma":[0.00570753,0.0001049733,0.0002589256,0.001551906,0.01681382,0.005571259,0.006068079,0.001699816,0.0008770867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002175371,"about_ca_system_score_gemma":0.001218386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001058856,"about_ca_topic_score_gemma":0.001049297,"domain_scores_codex":[0.9965233,0.0017598,0.0001230217,0.0003943493,0.0006863096,0.0005131014],"domain_scores_gemma":[0.9964057,0.001602494,0.0005586336,0.0003166525,0.0004450622,0.0006714794],"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":[0.00001199946,0.00001638651,0.001008162,0.00005134665,0.000005868378,0.0000348311,0.003260703,0.000138153,0.00006793023,0.9803904,0.0006505566,0.01436367],"study_design_scores_gemma":[0.000008681974,0.00006091361,0.004959965,0.0002283671,0.00001075381,0.0001310569,0.004659656,0.0003103504,0.0002184706,0.8937062,0.09568991,0.00001569282],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08307832,0.01391718,0.01889817,0.01586766,0.0003944128,0.00003588376,0.00008132057,0.00005896218,0.8676682],"genre_scores_gemma":[0.9714645,0.003879017,0.00197731,0.0005424717,0.000264495,0.00003344444,0.00004034043,0.0000334874,0.02176504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007943602,"threshold_uncertainty_score":0.02054662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05411237397655988,"score_gpt":0.257483818855234,"score_spread":0.2033714448786741,"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."}}