{"id":"W4239933071","doi":"10.18192/aporia.v8i1.2795","title":"","year":2016,"lang":"fr","type":"article","venue":"Aporia","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dehumanization; Robot; Nurse education; Nursing; Medicine; Psychology; Computer science; Sociology; Artificial intelligence","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001093511,0.0002540154,0.0002261577,0.000143248,0.0003624787,0.0004242331,0.001282702,0.000166024,0.001702291],"category_scores_gemma":[0.0009485746,0.0001922583,0.0003218437,0.0006533331,0.0003240425,0.002404901,0.0003167738,0.0002245859,0.002257443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001751875,"about_ca_system_score_gemma":0.0003764503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007779178,"about_ca_topic_score_gemma":0.0001367139,"domain_scores_codex":[0.9969301,0.0005973055,0.0006010674,0.0007415388,0.0003573098,0.0007727419],"domain_scores_gemma":[0.997026,0.0006565771,0.0002890816,0.001168215,0.0004179174,0.000442252],"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":[0.000004665364,0.0003714466,0.02680634,0.00002171636,0.0000458715,0.00001929703,0.003991914,0.000004254293,0.000895925,0.7517296,0.03847693,0.1776321],"study_design_scores_gemma":[0.0009305847,0.0002847385,0.203751,0.0007539424,0.00002241563,0.0001130425,0.000185171,0.0003170935,0.0005986076,0.02858947,0.7641182,0.0003357298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08562437,0.002356405,0.4017572,0.4850023,0.02366187,0.000132889,0.000005623511,0.000190123,0.001269263],"genre_scores_gemma":[0.7248648,0.0001662169,0.01274786,0.001887919,0.001179829,0.00003504686,0.000001178547,0.00001665474,0.2591005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7256413,"threshold_uncertainty_score":0.9992103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05497578614933753,"score_gpt":0.3261113571372951,"score_spread":0.2711355709879575,"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."}}