{"id":"W4387974854","doi":"10.1163/18739865-01603001","title":"Introduction","year":2023,"lang":"en","type":"article","venue":"Middle East Journal of Culture and Communication","topic":"Race, History, and American Society","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cégep Saint-Jean-sur-Richelieu","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001927528,0.0005482751,0.0003479013,0.001172709,0.001982487,0.004287559,0.001785461,0.001900791,0.4923588],"category_scores_gemma":[0.006173662,0.0002089741,0.0004435997,0.001063624,0.0007751022,0.002247951,0.002622225,0.001617829,0.2996553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673641,"about_ca_system_score_gemma":0.003840746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004948352,"about_ca_topic_score_gemma":0.00621785,"domain_scores_codex":[0.9985832,0.000227012,0.00005613083,0.0003114544,0.0006038116,0.0002183541],"domain_scores_gemma":[0.9972488,0.0003567548,0.00009834219,0.000330424,0.001364215,0.0006015401],"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":[0.00008171781,0.0000751464,0.001566811,0.0002172203,0.000005202214,0.0001411594,0.0007909364,0.00009107817,0.0004194129,0.05477599,0.7338437,0.2079917],"study_design_scores_gemma":[0.00000561357,0.00001624358,0.0007068852,0.0001129243,0.000001970599,0.00006990457,0.0003146692,0.00002344859,0.000121293,0.00323391,0.9953882,0.000004932062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003321963,0.001723833,0.006849533,0.01744192,0.008557663,0.0003969769,0.005818098,0.001073331,0.9548167],"genre_scores_gemma":[0.01737275,0.001483676,0.004340762,0.009257969,0.001583619,0.0003717703,0.004269342,0.0003605183,0.9609596],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5076412,"threshold_uncertainty_score":0.7240885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03147864813443426,"score_gpt":0.2802493120805827,"score_spread":0.2487706639461484,"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."}}