{"id":"W4401473827","doi":"10.1515/9782760647480-fm","title":"Frontmatter","year":2023,"lang":"fr","type":"book-chapter","venue":"Les Presses de l'Université de Montréal eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002190697,0.001286679,0.0008138593,0.001944304,0.001864745,0.004163612,0.001145643,0.001636633,0.8821049],"category_scores_gemma":[0.0007503458,0.0006151631,0.0005556075,0.002016176,0.0004507363,0.002445282,0.002169844,0.001354898,0.7811219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156771,"about_ca_system_score_gemma":0.0009320612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0160656,"about_ca_topic_score_gemma":0.0514264,"domain_scores_codex":[0.9997945,0.00001491679,0.00000591141,0.00004647543,0.00009324584,0.00004489255],"domain_scores_gemma":[0.9997403,0.00003967797,0.00001050611,0.00004502131,0.00009275194,0.00007182039],"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":[0.00003333878,0.00002864181,0.0001062168,0.0001188073,0.000003120397,0.00006567791,0.0001028096,0.0000747302,0.0003811439,0.006082184,0.841915,0.1510884],"study_design_scores_gemma":[0.000003836995,0.000006165475,0.000230833,0.00004136986,0.000001747354,0.00002995093,0.00004046563,0.00002819141,0.00006652645,0.0004528808,0.999095,0.000003078438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002556355,0.001075923,0.0003141142,0.0002981906,0.000448708,0.00002792396,0.0007735542,0.0004830043,0.996323],"genre_scores_gemma":[0.0002815997,0.0001791219,0.00005284501,0.00006406418,0.00002532298,0.000004410549,0.0001412494,0.00008329337,0.999168],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1178951,"threshold_uncertainty_score":0.168163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544430783591519,"score_gpt":0.1869497510894309,"score_spread":0.1715054432535157,"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."}}