{"id":"W4229038042","doi":"10.29173/jjs71","title":"Effusions Witty and Romantic","year":2022,"lang":"en","type":"article","venue":"Journal of Juvenilia Studies","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sister; Knight; Girl; Romance; Period (music); Art history; Art; Literature; History; Sociology; Psychology; Anthropology; Aesthetics","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":[0.0003278792,0.00008380646,0.0002920327,0.000145506,0.00068838,0.00005676013,0.000127415,0.000007164317,0.0005997992],"category_scores_gemma":[0.00009196085,0.00005974722,0.0001221527,0.00005068185,0.0001746655,0.0001426961,0.0001921686,0.0002281781,0.000002369248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003765847,"about_ca_system_score_gemma":0.00001629084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005593243,"about_ca_topic_score_gemma":0.00004291073,"domain_scores_codex":[0.9992054,0.00006912208,0.0003054419,0.00007347975,0.0002448086,0.0001017569],"domain_scores_gemma":[0.9993176,0.0001272188,0.0002429621,0.00009063983,0.0001903665,0.00003120424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001904723,0.0003593451,0.002948025,0.0001246411,0.003723649,0.0003948645,0.4670871,0.0001003821,0.0004336457,0.2567649,0.2624881,0.005384929],"study_design_scores_gemma":[0.0003827054,0.0003685868,0.0004180241,0.00003705915,0.0003802513,0.0001451921,0.05790444,0.00001171472,0.00001786853,0.009930604,0.9302863,0.0001172505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9372695,0.04410868,0.000006141796,0.004272648,0.002190413,0.00007183554,0.00002316277,0.00001839169,0.01203922],"genre_scores_gemma":[0.9927855,0.0003375939,0.0001284025,0.0003068108,0.0004702262,0.000003287096,4.948835e-7,0.000007640781,0.005960062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6677982,"threshold_uncertainty_score":0.656738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03077434076358009,"score_gpt":0.2649470248935513,"score_spread":0.2341726841299712,"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."}}