{"id":"W2999182893","doi":"10.18162/fp.2019.a180","title":"Albero, B., Simonian, S. et Eneau, S. (2019). Des humains et des machines Hommage aux travaux d’une exploratrice. : Dijon, France : Editions Raison et Passions","year":2019,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Passions; Philosophy; Art; Theology","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001003857,0.0006137011,0.0005162,0.0002854014,0.001198112,0.001718295,0.000666622,0.0003855549,0.0003743108],"category_scores_gemma":[0.0003266528,0.0004491339,0.0002475479,0.001239292,0.0002831335,0.03030522,0.0005640585,0.0008736363,0.001014551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000162453,"about_ca_system_score_gemma":0.0004749102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001360332,"about_ca_topic_score_gemma":0.002566918,"domain_scores_codex":[0.9959035,0.0009373247,0.0009412922,0.0006253101,0.0007406789,0.0008519164],"domain_scores_gemma":[0.996945,0.0004594038,0.0006161305,0.0007755014,0.0007534611,0.0004504863],"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":[0.0001062024,0.002223939,0.001475556,0.001271656,0.00008305937,0.00004525042,0.2838073,0.003514275,0.009136881,0.3777288,0.2314959,0.08911122],"study_design_scores_gemma":[0.005001581,0.002067273,0.1510392,0.008778634,0.0001380972,0.0003027069,0.01215376,0.07552414,0.006415101,0.1236859,0.6118634,0.003030109],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5908728,0.005073013,0.2198107,0.100445,0.006975554,0.002386009,0.0006221693,0.0007364278,0.07307831],"genre_scores_gemma":[0.931945,0.002342916,0.00598224,0.005875092,0.0002247369,0.0001125047,0.0008763123,0.00005949978,0.05258167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3803676,"threshold_uncertainty_score":0.999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1572515036520909,"score_gpt":0.3625101489555988,"score_spread":0.2052586453035079,"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."}}