{"id":"W4311891858","doi":"10.3917/riges.474.0008","title":"Indicateurs – Des repères pour mieux anticiper le futur du travail","year":2022,"lang":"fr","type":"article","venue":"Gestion","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006616801,0.0007078875,0.0006096314,0.001670813,0.002192046,0.009143086,0.0009799676,0.003884838,0.01607604],"category_scores_gemma":[0.02044437,0.0004324389,0.0007433469,0.001456744,0.007819569,0.01613108,0.00402633,0.003035404,0.001520995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003198605,"about_ca_system_score_gemma":0.003786794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007113738,"about_ca_topic_score_gemma":0.007850814,"domain_scores_codex":[0.9963516,0.00177069,0.0001913342,0.0007481467,0.0006522698,0.0002859149],"domain_scores_gemma":[0.9862911,0.007789182,0.002353536,0.0008351386,0.001848432,0.0008826695],"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":[0.0002200538,0.00008184662,0.0168523,0.000895103,0.0001390891,0.0006659229,0.01389447,0.003002088,0.002431143,0.8577307,0.009908524,0.09417873],"study_design_scores_gemma":[0.00003046214,0.0001539448,0.02917785,0.001778856,0.0001142233,0.0004730379,0.0208241,0.005477015,0.001265631,0.8083208,0.1322087,0.000175349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3307695,0.04957675,0.1551376,0.1904854,0.002521311,0.0001621682,0.001312836,0.0006045093,0.2694299],"genre_scores_gemma":[0.9631816,0.007826902,0.01419218,0.001385465,0.0004461749,0.00007074541,0.0002692495,0.0001102281,0.01251763],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01607604,"threshold_uncertainty_score":0.05377966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03244420997457126,"score_gpt":0.2808911564183886,"score_spread":0.2484469464438174,"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."}}