{"id":"W3200544354","doi":"10.29173/jjs48","title":"Juvenilia to Senilia","year":2021,"lang":"en","type":"article","venue":"Journal of Juvenilia Studies","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Scholarship; Literature; History; Philosophy; Aesthetics; Art; Law; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004343737,0.0002158211,0.0007252825,0.0002298816,0.0002716387,0.0001787723,0.0002774187,0.00004040416,0.0009894215],"category_scores_gemma":[0.0006771369,0.0001618172,0.0004442166,0.0001888225,0.0001718356,0.0003178399,0.0001633641,0.000295742,0.0001082538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001018254,"about_ca_system_score_gemma":0.0000990661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005035507,"about_ca_topic_score_gemma":0.0003916048,"domain_scores_codex":[0.9981604,0.0001050706,0.0007914653,0.0002019832,0.0004647686,0.0002763735],"domain_scores_gemma":[0.9972347,0.0001985021,0.0003531693,0.0003096499,0.001770295,0.0001336892],"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":[0.000174626,0.0003303608,0.0007902371,0.0001706795,0.003960175,0.001299197,0.1764529,0.0000925061,0.001842069,0.1086629,0.6932818,0.01294262],"study_design_scores_gemma":[0.0003397578,0.0001736888,0.00008819754,0.0001718117,0.000347477,0.0001189759,0.02943081,0.000002547559,0.002356833,0.005245476,0.96152,0.000204497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7183899,0.09065348,0.0003760208,0.04685365,0.02346239,0.0003942114,0.0001363161,0.0001649639,0.1195691],"genre_scores_gemma":[0.9226686,0.0005088334,0.003312926,0.002733215,0.003758465,0.000005866318,0.000002885966,0.00003847362,0.0669707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2682382,"threshold_uncertainty_score":0.9999238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04460142993458487,"score_gpt":0.3026950467194637,"score_spread":0.2580936167848788,"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."}}