{"id":"W2901029486","doi":"","title":"Agile Laval 2018 - Passez du leader cheap au leadership","year":2018,"lang":"fr","type":"article","venue":"","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agile software development; Engineering; Humanities; Management; Art; Software engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004066704,0.0009404424,0.0003453357,0.0007425893,0.002621478,0.006134309,0.001090728,0.001754657,0.08604874],"category_scores_gemma":[0.00737873,0.0003923138,0.0004328796,0.0005171181,0.0008753784,0.00203168,0.00408964,0.003668688,0.02633614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003153979,"about_ca_system_score_gemma":0.005621852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02027108,"about_ca_topic_score_gemma":0.04617823,"domain_scores_codex":[0.9966543,0.0008723304,0.00007416923,0.0003726875,0.001425963,0.0006005912],"domain_scores_gemma":[0.9932161,0.0007701615,0.0002904401,0.0003390592,0.002349843,0.003034323],"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":[0.000235172,0.00008600252,0.0009859918,0.0001564111,0.00001216851,0.0002749751,0.001204453,0.0003503521,0.001206677,0.01221131,0.8819926,0.1012838],"study_design_scores_gemma":[0.00001997385,0.00003202142,0.000956366,0.00007218492,0.000001193335,0.00007343286,0.0003826621,0.0001171617,0.0003769454,0.0005934447,0.9973641,0.0000106203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03129953,0.03736892,0.03998132,0.116596,0.06518763,0.0007307656,0.005337202,0.007970609,0.6955279],"genre_scores_gemma":[0.1073523,0.005116115,0.0107488,0.00395344,0.003273761,0.0004864847,0.002540322,0.00218206,0.8643467],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9797289,"threshold_uncertainty_score":0.2878618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1606397735755729,"score_gpt":0.3318267544535111,"score_spread":0.1711869808779382,"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."}}