{"id":"W2027829402","doi":"10.1353/vpr.2014.0011","title":"SIDEWAYS! : Navigating the Material(ity) of Print Culture","year":2014,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"Migration, Policy, and Dickens Studies","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Print culture; Materiality (auditing); Publishing; Literature; History; Art; Visual arts; Aesthetics; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001520068,0.0001301772,0.0003988303,0.00001237611,0.0007688163,0.00009357593,0.0003379625,0.0000768976,0.0005462562],"category_scores_gemma":[0.00227016,0.00007697454,0.0001398435,0.0003031678,0.000450749,0.00007684805,0.00007158262,0.0001370513,0.00006236273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003940866,"about_ca_system_score_gemma":0.0001316875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001075301,"about_ca_topic_score_gemma":0.001698353,"domain_scores_codex":[0.9981154,0.0005804439,0.0004532514,0.0001836386,0.0004109218,0.0002563868],"domain_scores_gemma":[0.999063,0.0001136005,0.0002422199,0.0002941477,0.0001774891,0.00010961],"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":[0.00001073982,0.0001634158,0.005973945,0.005377439,0.000127793,0.000001970066,0.3543549,0.000001128964,0.001841682,0.5211053,0.06884657,0.04219516],"study_design_scores_gemma":[0.000050876,0.00002293051,0.0006630784,0.001241085,0.00003689738,5.597119e-7,0.000753012,0.00000101992,0.0001177975,0.0009629263,0.9960496,0.0001002493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2664926,0.2572061,0.0005183532,0.1204626,0.007007753,0.006152342,0.0001587971,0.0007385575,0.3412629],"genre_scores_gemma":[0.8980447,0.09474211,0.0003388647,0.003254608,0.002610853,0.00009823639,0.00001089343,0.0000175531,0.0008821487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.927203,"threshold_uncertainty_score":0.5981122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644099783296943,"score_gpt":0.3360763264409389,"score_spread":0.3196353286079695,"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."}}