{"id":"W4212966588","doi":"10.1525/lavc.2022.4.1.1","title":"Editorial Introduction","year":2022,"lang":"en","type":"article","venue":"Latin American and Latinx Visual Culture","topic":"Cultural and Social Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0000955037,0.0001236754,0.000162936,0.000005095751,0.0007688401,0.00005723648,0.0000952816,0.00003748211,0.0007178321],"category_scores_gemma":[0.00002996238,0.00004909892,0.00006165951,0.0004222414,0.0001093929,0.00006685565,0.0001285078,0.0002790893,0.000006241013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003216352,"about_ca_system_score_gemma":0.000004009161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004993887,"about_ca_topic_score_gemma":0.000187286,"domain_scores_codex":[0.9990287,0.0001002423,0.0001349702,0.0002598017,0.00028412,0.0001921008],"domain_scores_gemma":[0.9997136,0.00003239632,0.0001063034,0.00002465345,0.00004231558,0.00008073653],"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":[0.000215926,0.0003601066,0.01750358,0.000008758208,0.00004960442,0.000003621082,0.004855189,0.00006264559,0.1694611,0.004696664,0.4673409,0.3354419],"study_design_scores_gemma":[0.0001203763,0.000758909,0.03517521,0.000001093398,0.00001100122,0.000004494097,0.007996254,0.0002409225,0.00002453902,0.0002810782,0.9551619,0.0002242729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904839,0.00004229611,8.617134e-7,0.001859858,0.006221544,0.0001226018,0.00006262919,0.0001010649,0.001105238],"genre_scores_gemma":[0.9367509,0.00002563625,0.00008188515,0.000429452,0.05933024,0.00002572192,0.0002914785,0.000001302851,0.003063369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.487821,"threshold_uncertainty_score":0.7859758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006656442326281765,"score_gpt":0.2337692912309093,"score_spread":0.2271128489046275,"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."}}