{"id":"W4394724013","doi":"","title":"From body exhaustion to self subsidence : effects of the transformations of work brakes and counterweights on the lives of individuals","year":2012,"lang":"fr","type":"preprint","venue":"theses.fr (ABES)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Psychology; Engineering; Mechanical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002652529,0.0002396002,0.000438352,0.00007663047,0.0003988488,0.00002749287,0.0007184714,0.000268526,0.000111129],"category_scores_gemma":[0.0009845112,0.0001575417,0.0001627994,0.0004002766,0.001645205,0.0001978453,0.00009351857,0.000361003,0.00001382197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006402229,"about_ca_system_score_gemma":0.0002291779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003479016,"about_ca_topic_score_gemma":0.0001747024,"domain_scores_codex":[0.9967797,0.001539866,0.0005868163,0.0002612452,0.0005617855,0.0002705678],"domain_scores_gemma":[0.9886121,0.01000788,0.0006160532,0.0004260616,0.0002498033,0.00008817256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000007871549,0.0002517714,0.02977292,0.0002107726,0.0002028742,3.052377e-8,0.7181113,0.00005290519,0.0003666531,0.2503433,0.00004013433,0.0006394799],"study_design_scores_gemma":[0.000264534,0.0001269432,0.6575532,0.003980959,0.0005687188,7.519599e-7,0.2824054,0.00001600366,0.00819733,0.04445342,0.002083864,0.0003488823],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838669,0.001329326,0.0001534289,0.004188037,0.00153558,0.00103348,0.0001223435,0.00001703436,0.0077539],"genre_scores_gemma":[0.9970381,0.00133206,0.0005813795,0.0001247908,0.0007354213,0.0001055596,0.00001680647,0.00001388604,0.00005196403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6277803,"threshold_uncertainty_score":0.6424363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09663368633575127,"score_gpt":0.3736473268056184,"score_spread":0.2770136404698672,"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."}}