{"id":"W7010088280","doi":"","title":"Flux de main-d'oeuvre et flux d'emploi : Une analyse critique et quelques pistes de recherche","year":2009,"lang":"fr","type":"report","venue":"Érudit documents and data repository (Érudit Consortium, University of Montreal)","topic":"Fossil Insects in Amber","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Research methodology; Order (exchange); Limiting","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003672912,0.0009815563,0.001504917,0.0001584931,0.0009729866,0.0003610196,0.002087643,0.001685207,0.0008008646],"category_scores_gemma":[0.0009925484,0.000703853,0.000436156,0.0006433635,0.001258674,0.001297561,0.001188739,0.001592612,0.00002484844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002929427,"about_ca_system_score_gemma":0.001512142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2913808,"about_ca_topic_score_gemma":0.2435597,"domain_scores_codex":[0.9917344,0.003161851,0.001089087,0.001969453,0.0009389779,0.001106202],"domain_scores_gemma":[0.9939959,0.001981101,0.001432724,0.001262342,0.0005748391,0.0007530715],"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":[0.001194253,0.002639965,0.06835424,0.001367371,0.003260624,0.01324248,0.001726179,0.000124139,0.0463741,0.006271924,0.6927326,0.1627121],"study_design_scores_gemma":[0.001450048,0.00111631,0.1476853,0.002071345,0.002237715,0.002539614,0.00299287,0.0002067267,0.001861792,0.005834755,0.8300518,0.001951716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6436086,0.02335639,0.0003197524,0.01806907,0.001476272,0.001949763,0.007233329,0.0004797914,0.303507],"genre_scores_gemma":[0.3937885,0.09016941,0.01140268,0.002404377,0.001367789,0.00001015759,0.008938385,0.00005949549,0.4918592],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2498201,"threshold_uncertainty_score":0.9996108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07600128021228485,"score_gpt":0.3229294436759911,"score_spread":0.2469281634637062,"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."}}