{"id":"W4248590765","doi":"10.1007/978-1-4020-9160-5_13","title":"Realistic Utopia","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Political Economy and Marxism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Utopia; Philosophy; Art; Art history","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001556359,0.00009691537,0.0001523435,0.00003147661,0.0001318035,0.00002166917,0.0001784809,0.0002925386,0.03402423],"category_scores_gemma":[0.0000562315,0.00009191738,0.00008082228,0.00000445953,0.0003270235,0.00004524527,0.00003437414,0.0001347285,0.002100195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006160254,"about_ca_system_score_gemma":0.0001667702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008842092,"about_ca_topic_score_gemma":0.005480317,"domain_scores_codex":[0.999388,0.00001027839,0.0001273034,0.0001554164,0.00009280173,0.0002261701],"domain_scores_gemma":[0.9995232,0.00007090833,0.00004123204,0.0001514533,0.00002990973,0.0001833285],"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":[6.919496e-7,0.000001925441,4.960194e-7,0.000003022265,0.000008018554,0.00000445122,0.0001731548,1.920818e-9,8.935221e-9,0.9814759,0.01095589,0.007376457],"study_design_scores_gemma":[0.00001161288,0.000003995339,0.000002632626,0.000006647013,0.000008272024,1.405571e-7,0.00000528806,5.462411e-8,2.188179e-7,0.4717488,0.528143,0.00006924222],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.43791e-7,0.0000326582,0.00008893711,0.0005136855,0.0002877748,0.00008551153,0.00001897093,0.00008793253,0.9988842],"genre_scores_gemma":[0.001051515,0.0001871797,0.00006525796,0.001003078,0.000529112,0.000002516048,0.000009003698,0.00001099377,0.9971414],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5171872,"threshold_uncertainty_score":0.9986768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07292236924414354,"score_gpt":0.2872454300825233,"score_spread":0.2143230608383798,"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."}}