{"id":"W6911226573","doi":"10.5281/zenodo.10704484","title":"MULTICULTURALISM IN THE ANALOGICAL NOVELS: A PALE VIEW OF HILLS AND A TALE OF TIME BEING","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Contemporary Literature and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depiction; Multiculturalism; Period (music); Politics; Order (exchange)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003290963,0.00006064369,0.0001037825,0.00008513688,0.0002568756,0.0004085988,0.0002178703,0.00001916254,0.004624303],"category_scores_gemma":[0.00008239375,0.00003977898,0.00003235986,0.0001149957,0.0001860335,0.0001770357,0.0001466298,0.0001136172,0.0001611436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008120649,"about_ca_system_score_gemma":0.000001133788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002342824,"about_ca_topic_score_gemma":0.000002163943,"domain_scores_codex":[0.9993215,0.0001375197,0.0001763481,0.0001313408,0.0001360874,0.00009718884],"domain_scores_gemma":[0.9996613,0.00004426735,0.00002582722,0.0001110496,0.0001342952,0.00002329276],"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":[0.00003127779,0.0001754987,0.000001939969,0.0004931173,0.00005151141,0.00005092851,0.1891176,0.000001190942,0.004976327,0.7244853,0.03574205,0.04487327],"study_design_scores_gemma":[0.0001358092,0.0001088132,0.00008832019,0.000155951,0.00001038541,0.00002506825,0.001950484,0.0002042591,0.00006951392,0.0007414293,0.9964529,0.00005703721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3648997,0.003777806,0.0000484831,0.00325088,0.0001013621,0.0006397429,0.0005897594,0.0002425035,0.6264498],"genre_scores_gemma":[0.9984897,0.00004943853,0.00001264022,0.0001034625,0.00006985794,2.633884e-8,0.0001989547,0.00009533908,0.0009805559],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9607109,"threshold_uncertainty_score":0.9962856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03595203469931205,"score_gpt":0.2359428126615769,"score_spread":0.1999907779622648,"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."}}