{"id":"W4391432084","doi":"10.1558/cj.23579","title":"Charlala","year":2024,"lang":"it","type":"article","venue":"CALICO Journal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00179144,0.0004198449,0.0004039162,0.0005926774,0.000410553,0.002980455,0.0005439611,0.0002674966,0.01615989],"category_scores_gemma":[0.0001896412,0.0003708513,0.0005722248,0.0009197966,0.000208749,0.0006744716,0.0001190821,0.002707625,0.1601986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008092091,"about_ca_system_score_gemma":0.0008864119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005849662,"about_ca_topic_score_gemma":0.000001285877,"domain_scores_codex":[0.9965081,0.0003475917,0.0007542098,0.0004346151,0.0009373893,0.001018123],"domain_scores_gemma":[0.9981645,0.0001176143,0.0001615242,0.0003743245,0.000206325,0.0009757196],"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":[0.00005369832,0.0001355072,0.0005745644,0.0001470593,0.0006312425,0.008762174,0.002270407,0.00004640102,0.02628563,0.00755912,0.9300951,0.02343906],"study_design_scores_gemma":[0.0004902415,0.0001422835,0.0009411749,0.001353604,0.0003415242,0.01965238,0.00025031,0.00594348,0.001085944,0.001536404,0.9677975,0.0004651692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3992624,0.3580741,0.004509482,0.02721854,0.0778636,0.0008427277,0.001516014,0.001705961,0.1290072],"genre_scores_gemma":[0.9414181,0.002019639,0.0001743128,0.0005723406,0.01494217,0.000004673796,0.00001126739,0.0004775597,0.04038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5421557,"threshold_uncertainty_score":0.9998744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02555127174752764,"score_gpt":0.2982357260388082,"score_spread":0.2726844542912806,"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."}}