{"id":"W6994590582","doi":"","title":"Managing Diversity","year":2007,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Multiculturalism; General partnership; State (computer science); Diversity (politics); Theme (computing); Assemblage (archaeology); Intervention (counseling)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005365535,0.0003451912,0.0002828357,0.001336262,0.01231694,0.0100996,0.001465093,0.002493727,0.0335713],"category_scores_gemma":[0.007498878,0.0002372124,0.0002296188,0.001494817,0.007645469,0.006559988,0.01482963,0.00339105,0.005178428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007988214,"about_ca_system_score_gemma":0.02116847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02279627,"about_ca_topic_score_gemma":0.06374804,"domain_scores_codex":[0.9960168,0.001499979,0.0000873653,0.0003588782,0.001125546,0.0009113107],"domain_scores_gemma":[0.9944561,0.0005983814,0.0002500782,0.0004919176,0.001218401,0.002985011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001204132,0.00004360954,0.001979889,0.0001280476,0.00001107301,0.0001653292,0.02450698,0.0001584266,0.0003922995,0.2165118,0.5336747,0.2224158],"study_design_scores_gemma":[0.000002076174,0.000007862787,0.0006302401,0.000120344,0.000001709851,0.00005274767,0.007200778,0.00003752024,0.00005104032,0.01659603,0.9752954,0.000004179763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009056193,0.007185486,0.003319787,0.1359258,0.003270013,0.00009784863,0.0000920805,0.0001212638,0.8409314],"genre_scores_gemma":[0.2152303,0.009235498,0.007337129,0.03691965,0.001619776,0.0001892277,0.0001662617,0.0001836615,0.7291185],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0335713,"threshold_uncertainty_score":0.1123072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02598294320920435,"score_gpt":0.3027494309744225,"score_spread":0.2767664877652182,"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."}}