{"id":"W4400085096","doi":"10.3998/mpub.14494542","title":"Media Travels","year":2024,"lang":"en","type":"book","venue":"Amherst College Press eBooks","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003774919,0.0004011263,0.0005969948,0.0001036575,0.0004956295,0.0001148187,0.0005378679,0.0006818097,0.0001532203],"category_scores_gemma":[0.0001300777,0.0003553425,0.000305526,0.00003279917,0.000887207,0.00005644462,0.000168304,0.000659694,0.0003179122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003222154,"about_ca_system_score_gemma":0.001353137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003795058,"about_ca_topic_score_gemma":0.005050072,"domain_scores_codex":[0.9975924,0.0001164689,0.000329153,0.0005497306,0.0008388519,0.0005733934],"domain_scores_gemma":[0.9987987,0.0003461487,0.0001317781,0.0003051084,0.0001379262,0.0002803893],"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":[0.000007243018,0.000005268274,1.304181e-7,0.00006777597,0.0001764834,0.0001371895,0.07043409,2.419287e-8,9.85419e-7,0.3465222,0.5789692,0.003679451],"study_design_scores_gemma":[0.0001603881,0.00001967378,7.614169e-7,0.0003112308,0.0002982015,0.000001919187,0.004120573,3.379692e-7,0.00002005033,0.01436319,0.9803038,0.000399889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001483704,0.007472768,0.000004222721,0.0005389263,0.003283604,0.0008055448,0.0003887748,0.0003130171,0.9871917],"genre_scores_gemma":[0.0003416482,0.0006579764,0.00008098353,0.000269789,0.004127331,0.0001641705,0.00002432386,0.00007840138,0.9942554],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4013346,"threshold_uncertainty_score":0.9998899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04801454204707244,"score_gpt":0.2960399702884878,"score_spread":0.2480254282414154,"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."}}