{"id":"W4393808119","doi":"","title":"Africa(s) and Science Fiction. History(s) and Representations","year":2022,"lang":"en","type":"preprint","venue":"theses.fr (ABES)","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University; University of Pittsburgh","keywords":"History of science; Literature; Art; Art history; History; Epistemology; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001093257,0.0001616755,0.0002239271,0.000209032,0.0004466147,0.000290485,0.0004857323,0.00009868691,0.0008647529],"category_scores_gemma":[0.0008336196,0.0001647799,0.00005991066,0.0002848073,0.001887584,0.0003492695,0.00108327,0.0003688794,0.00001312842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004831703,"about_ca_system_score_gemma":0.0006947967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003799992,"about_ca_topic_score_gemma":0.0003510717,"domain_scores_codex":[0.9979523,0.0001121718,0.000201299,0.0006160921,0.0007427387,0.0003753365],"domain_scores_gemma":[0.9988263,0.0002340468,0.0001436582,0.0004011012,0.0001003326,0.0002945797],"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":[0.00001836397,0.0001823455,0.003880202,0.0001011614,0.00005605314,0.00002794365,0.4248842,0.00008112512,0.0001728484,0.4718668,0.009213856,0.08951513],"study_design_scores_gemma":[0.00008499198,0.00001858438,0.002174932,0.00002764732,0.0000289707,0.000002095073,0.02755449,0.00003501523,0.000007618277,0.003254771,0.9666143,0.0001965573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03605308,0.002754019,0.00002163857,0.0007080183,0.001475946,0.0003760439,0.00004011233,0.0001218673,0.9584493],"genre_scores_gemma":[0.9718776,0.002134801,0.0003095402,0.0001079017,0.0002455742,0.0001118128,0.00001057569,0.00001865701,0.02518357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9574004,"threshold_uncertainty_score":0.9468437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06466667728530903,"score_gpt":0.3263378294643352,"score_spread":0.2616711521790261,"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."}}