{"id":"W1536205154","doi":"10.1353/esc.2009.a404813","title":"Introduction: Academic Fashion","year":2009,"lang":"en","type":"article","venue":"English studies in Canada","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Happening; Discipline; Style (visual arts); Audience measurement; Media studies; Reading (process); History; Visual arts; Art; Sociology; Literature; Art history; Performance art; Law; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002574719,0.00004858977,0.0001115451,0.000124058,0.000522883,0.00002609216,0.0001363262,0.00003796907,0.0001889415],"category_scores_gemma":[0.0008776969,0.0000661734,0.00001560283,0.0003295395,0.0002046586,0.0001367503,0.00001185604,0.0002253298,0.000005039627],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007469815,"about_ca_system_score_gemma":0.002558113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955035,"about_ca_topic_score_gemma":0.9999876,"domain_scores_codex":[0.9991817,0.00005616757,0.0001287194,0.0001440735,0.0002574963,0.000231845],"domain_scores_gemma":[0.999668,0.00004838169,0.0000317411,0.0000857565,0.00008938743,0.00007671499],"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":[0.000001694752,0.000002800539,0.0008017451,0.000003604468,0.000006197693,0.0000193539,0.02581605,0.00002259018,8.204743e-7,0.01048559,0.9543492,0.008490331],"study_design_scores_gemma":[0.00006084816,0.000005024547,0.003214969,0.000006508897,0.000002962419,2.147504e-7,0.04523469,3.276618e-7,6.327901e-7,0.0002241216,0.951176,0.00007366901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5578936,0.01731929,0.000002545161,0.0749317,0.03103279,0.0004234037,0.00002027772,0.0001459777,0.3182305],"genre_scores_gemma":[0.9817491,0.003621184,0.00001251666,0.001069943,0.004891229,0.000005753719,0.00000137806,0.00000332705,0.008645606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4238555,"threshold_uncertainty_score":0.9963403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197710841870515,"score_gpt":0.2733924847924203,"score_spread":0.2536214006053688,"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."}}