{"id":"W4405259324","doi":"10.31009/leap.2024.v11.03","title":"Social Cohesion and Political Inclusion","year":2024,"lang":"en","type":"article","venue":"Law Ethics and Philosophy","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Politics; Multiculturalism; Inclusion (mineral); Cohesion (chemistry); Argument (complex analysis); Political science; Sociology; Law and economics; Social psychology; Political economy; Law; Gender studies; Psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001838863,0.0001204049,0.0001475407,0.00004166912,0.00373939,0.000200454,0.0001067723,0.000603793,0.00002454185],"category_scores_gemma":[0.0003308823,0.0001093046,0.00005293999,0.0001316944,0.002156064,0.0001925786,0.0003611897,0.001461915,0.00001780722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004410935,"about_ca_system_score_gemma":0.0001566511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001448362,"about_ca_topic_score_gemma":0.000186233,"domain_scores_codex":[0.9982561,0.0004056621,0.0001551675,0.0002876026,0.0004953353,0.000400162],"domain_scores_gemma":[0.9980305,0.001484832,0.00001396919,0.00007420151,0.00006815338,0.0003283691],"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":[0.000007923936,0.00001564163,0.00001505483,0.0001369129,0.000008487825,0.00001344764,0.01745562,1.86951e-8,0.00002349853,0.9818725,0.0000692081,0.0003816845],"study_design_scores_gemma":[0.00007124968,0.0000347374,0.00002942642,0.00007557881,0.00001905835,0.00000217855,0.0001527181,0.00003080276,0.00001921594,0.8647222,0.1347154,0.0001274824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006366035,0.001121255,0.00003208417,0.4554421,0.0002811782,0.00009823811,0.00002311037,0.0001403058,0.5364957],"genre_scores_gemma":[0.9849823,0.0002557916,0.00005681499,0.01245691,0.002134301,0.000003704349,0.000004828208,0.00001400197,0.00009138601],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9786162,"threshold_uncertainty_score":0.9975576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.112469301592734,"score_gpt":0.4068245895661931,"score_spread":0.2943552879734592,"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."}}