{"id":"W4417456253","doi":"10.3917/inno.057.0225a","title":"Virginie Francœur, Pascal Paillé (2018), Leadership machiavélique , Laval, Presses Universitaires de Laval, 55 p.","year":2018,"lang":"","type":"article","venue":"Innovations","topic":"Education, Leadership, and Health Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pascal (unit)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.003401679,0.0004207516,0.0004359635,0.0007551268,0.004377824,0.0004868514,0.001193538,0.0007195369,0.005033697],"category_scores_gemma":[0.001863023,0.0004837851,0.0001571366,0.004562269,0.003914782,0.001075809,0.0001350178,0.001203751,0.0008459397],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000609367,"about_ca_system_score_gemma":0.007733189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01435163,"about_ca_topic_score_gemma":0.02773327,"domain_scores_codex":[0.9938038,0.001341974,0.0008600968,0.0008288175,0.001164661,0.002000639],"domain_scores_gemma":[0.9949811,0.001187451,0.0003726763,0.0007434786,0.002098391,0.0006169243],"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":[0.0001049305,0.0009000991,0.08584944,0.0005150079,0.0001736129,0.00001005172,0.09563452,0.000006516269,0.0006135474,0.1791978,0.6226804,0.0143141],"study_design_scores_gemma":[0.0008146121,0.0004019914,0.06277463,0.0003554127,0.00009103945,0.000006389913,0.1825355,0.0001668773,0.000854658,0.01410875,0.7371122,0.0007780102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.222262,0.00501454,0.002313795,0.7051336,0.004471282,0.001836105,0.0001534831,0.000452973,0.05836224],"genre_scores_gemma":[0.9769859,0.003303383,0.0009781204,0.00379203,0.005673063,0.0000783963,0.00008512061,0.00006616098,0.009037866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7547238,"threshold_uncertainty_score":0.999932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.151360384257963,"score_gpt":0.4008489285039676,"score_spread":0.2494885442460046,"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."}}