{"id":"W4361250332","doi":"10.33137/ic.v10i.40716","title":"Introduction","year":2023,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"Decadence, Literature, and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003989475,0.0000579482,0.00006930034,0.00008709046,0.0004695277,0.0001348992,0.0001643626,0.00009758529,0.0006772716],"category_scores_gemma":[0.0001465155,0.00006373876,0.00005557802,0.0009559593,0.0001398328,0.0002046823,0.000007608057,0.0000959887,0.0008691612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002125679,"about_ca_system_score_gemma":0.000292113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04189243,"about_ca_topic_score_gemma":0.1727278,"domain_scores_codex":[0.9990646,0.00005399348,0.00008472012,0.0001827253,0.0002375532,0.0003763745],"domain_scores_gemma":[0.9994808,0.00002330099,0.00002100987,0.0001441505,0.00004953162,0.0002812143],"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":[4.337004e-7,0.000001852142,0.0003055324,0.000002195038,0.0000060722,0.00001385298,0.01415628,0.000002116289,0.00001060842,0.08765984,0.8955596,0.002281635],"study_design_scores_gemma":[0.00003511279,0.000004719088,0.002135047,0.000003063593,0.000003327823,5.505412e-7,0.007384451,0.00001019587,0.000007130333,0.00239166,0.9879405,0.00008416251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1641085,0.0005172341,0.00001404922,0.1931558,0.009296677,0.0004262713,0.0001177099,0.0008071802,0.6315566],"genre_scores_gemma":[0.751303,0.00008016318,0.00005373125,0.001706669,0.005262401,0.00001242251,0.00004526517,0.00001436469,0.241522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5871944,"threshold_uncertainty_score":0.9999088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01465903596511712,"score_gpt":0.2819440091041605,"score_spread":0.2672849731390434,"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."}}