{"id":"W4200007378","doi":"10.25071/1708-6701.40416","title":"Lucie Brosseau","year":2021,"lang":"fr","type":"article","venue":"CAML Review / Revue de l ACBM","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Documentation; Library science; Visual arts; History; Computer science; Art; Programming language","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003726844,0.0003434507,0.0006801751,0.00002785534,0.0001551666,0.001481371,0.0007002025,0.0001592306,0.0006276718],"category_scores_gemma":[0.001157352,0.000294139,0.0004533336,0.001074003,0.0001329521,0.002060883,0.0005258291,0.0003562007,0.001828844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000193193,"about_ca_system_score_gemma":0.0004916153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001160875,"about_ca_topic_score_gemma":0.00007807559,"domain_scores_codex":[0.9974951,0.0002011603,0.0005769006,0.0006817559,0.0002621684,0.0007829049],"domain_scores_gemma":[0.997354,0.0001286431,0.0002033105,0.001138496,0.0005594078,0.0006161592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001563534,0.0001956978,0.00005409849,0.01029525,0.00005029042,0.003883062,0.0005870435,0.000008822446,0.0009697811,0.366969,0.3593956,0.2575898],"study_design_scores_gemma":[0.00014246,0.00005589831,0.000529629,0.01327321,0.00008858673,0.004935848,0.000007844992,0.0004230174,0.00115992,0.004714915,0.9742582,0.0004104335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003830619,0.7762148,0.004211063,0.06074656,0.00217706,0.0002735261,0.00002783635,0.00007702912,0.1558891],"genre_scores_gemma":[0.004549332,0.5026169,0.007938591,0.04834984,0.001605938,0.00003091806,0.00005821587,0.00004319159,0.4348071],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6148626,"threshold_uncertainty_score":0.9999511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2714695739637088,"score_gpt":0.3469452727965994,"score_spread":0.07547569883289057,"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."}}