{"id":"W3209658298","doi":"10.3390/e23111384","title":"Equality and Freedom as Uncertainty in Groups","year":2021,"lang":"en","type":"article","venue":"Entropy","topic":"Critical Realism in Sociology","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Degrees of freedom (physics and chemistry); Mathematics; Mathematical economics; Computer science; Physics; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008121969,0.0009534645,0.001415126,0.001594506,0.002748406,0.005991312,0.002335862,0.003490514,0.008298024],"category_scores_gemma":[0.02201565,0.0006267895,0.001868023,0.001327959,0.01491312,0.01126613,0.007144876,0.003989403,0.0006370415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003424046,"about_ca_system_score_gemma":0.001439336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003453363,"about_ca_topic_score_gemma":0.001984544,"domain_scores_codex":[0.992069,0.004191198,0.0002825448,0.001241257,0.001432748,0.0007832549],"domain_scores_gemma":[0.9832242,0.01167372,0.001550548,0.001999979,0.0006313531,0.0009201169],"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":[0.00001465577,0.000006659678,0.0002010519,0.00001747874,0.00001266626,0.00002314595,0.0003646409,0.007552042,0.00007019337,0.9893908,0.0001787821,0.002167928],"study_design_scores_gemma":[0.000007094419,0.000009888816,0.00008127173,0.00001128463,0.000004428558,0.00001156781,0.00006578937,0.01166417,0.00003832154,0.9868173,0.001279912,0.000008985145],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08146812,0.001450111,0.823308,0.01043348,0.0001725544,0.0001262187,0.0002779535,0.0001566804,0.08260684],"genre_scores_gemma":[0.9438702,0.0005527423,0.04546358,0.0005854913,0.0002645249,0.0002298002,0.0001188666,0.00007188581,0.008842953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008298024,"threshold_uncertainty_score":0.04295361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02972646795687644,"score_gpt":0.3689542313548492,"score_spread":0.3392277633979727,"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."}}