{"id":"W1972574992","doi":"10.1353/scp.2012.0025","title":"University Press Forum 2012: Looking Backward and Forward","year":2012,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"American Sports and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sample (material); Feature (linguistics); Media studies; Sociology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02777074,0.0008020072,0.0006788135,0.003723433,0.01096929,0.03525085,0.002244091,0.01475334,0.08312918],"category_scores_gemma":[0.0688568,0.001003813,0.0006268056,0.00363194,0.006278863,0.04325674,0.009110925,0.0129969,0.03277839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009485892,"about_ca_system_score_gemma":0.01621118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01895743,"about_ca_topic_score_gemma":0.02548579,"domain_scores_codex":[0.986027,0.00481011,0.0005059306,0.001100009,0.004700822,0.002856161],"domain_scores_gemma":[0.9517205,0.01305323,0.002430724,0.002333183,0.008873212,0.02158917],"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":[0.00005339491,0.00004573298,0.0004996287,0.0001252521,0.000003439499,0.0001353901,0.002947149,0.00002391058,0.000116694,0.02557548,0.933925,0.03654874],"study_design_scores_gemma":[0.00000858769,0.000009695835,0.0009357166,0.0002168821,0.000001556183,0.00002980552,0.001636797,0.00003107846,0.0000767484,0.001789049,0.9952464,0.00001773997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004474949,0.01252618,0.001153741,0.8302235,0.04379509,0.00004507789,0.0008557455,0.0008943882,0.1060314],"genre_scores_gemma":[0.1203086,0.01417613,0.005729874,0.2060812,0.04993845,0.0003603962,0.00263648,0.002925308,0.5978435],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9647492,"threshold_uncertainty_score":0.2780948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01767748342713467,"score_gpt":0.2013940699832737,"score_spread":0.183716586556139,"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."}}