{"id":"W4252892260","doi":"10.7588/worllitetoda.91.2.0077","title":"","year":2017,"lang":"","type":"article","venue":"World Literature Today","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aesthetics; Vision; Meaning (existential); Alienation; Literature; Sociology; History; Art; Law; Philosophy; Theology; Political 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":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.003498542,0.001379438,0.001797845,0.0005284651,0.04432691,0.02786301,0.005634823,0.0007662459,0.0004892274],"category_scores_gemma":[0.003191272,0.001373028,0.00114942,0.001630798,0.006107734,0.00702538,0.001884448,0.002518828,0.0001153343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003506516,"about_ca_system_score_gemma":0.0004416642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004135617,"about_ca_topic_score_gemma":0.02707563,"domain_scores_codex":[0.9891534,0.001156284,0.001437715,0.002339554,0.002197837,0.003715165],"domain_scores_gemma":[0.9913643,0.0005473208,0.001900403,0.003494248,0.001363111,0.00133064],"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":[0.0004638403,0.0007045753,0.09472959,0.0003252492,0.0005954072,0.002316585,0.1970612,0.000001940492,0.0001558648,0.0168492,0.6339793,0.05281731],"study_design_scores_gemma":[0.002137955,0.0001718833,0.2476041,0.003904663,0.0002331523,0.0000214269,0.00483876,0.000007695678,0.0001643687,0.002930691,0.7363286,0.001656728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1182011,0.07224096,0.000009174334,0.177024,0.01640805,0.001690097,0.0003653535,0.0002946532,0.6137667],"genre_scores_gemma":[0.805132,0.007851784,0.00038606,0.003754719,0.01121675,0.00009718295,0.00002630105,0.00006724423,0.171468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6869309,"threshold_uncertainty_score":0.9998956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418860414922707,"score_gpt":0.3006247256101626,"score_spread":0.2864361214609356,"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."}}