{"id":"W7112674108","doi":"","title":"S'engager dans les cycles d'apprentissage au Grand-Duché de Luxembourg","year":2009,"lang":"fr","type":"other","venue":"Repository of the University of Namur","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microform; Set (abstract data type); Order (exchange); Quarter (Canadian coin)","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":[],"category_scores_codex":[0.0006929445,0.000715547,0.001166855,0.0004511127,0.001332736,0.0000280425,0.002454747,0.0009317796,0.001267919],"category_scores_gemma":[0.00009336189,0.0007523302,0.001376424,0.0004956422,0.00257907,0.0001714893,0.0005271679,0.0009862544,0.000218987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001740167,"about_ca_system_score_gemma":0.0009147927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005813592,"about_ca_topic_score_gemma":0.001687608,"domain_scores_codex":[0.9952229,0.001873108,0.0005336654,0.0007432812,0.0008835254,0.000743498],"domain_scores_gemma":[0.995792,0.0002453885,0.00182063,0.001632334,0.000217967,0.0002916871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001187646,0.003351999,0.1476043,0.002803597,0.004297609,0.001095733,0.05475482,0.004253803,0.6197528,0.002606023,0.1493673,0.008924497],"study_design_scores_gemma":[0.002942139,0.0002706632,0.3856471,0.005269438,0.003737255,0.0003954253,0.006435556,0.0003583363,0.05070788,0.0001424466,0.5427582,0.001335617],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4448237,0.001814899,0.0004688341,0.0002064792,0.0009473385,0.0006215884,0.0002469689,0.0001278101,0.5507424],"genre_scores_gemma":[0.4362518,0.0001293154,0.001076213,0.000005211163,0.0002388964,1.577673e-7,0.00001115679,0.0002044207,0.5620828],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5690449,"threshold_uncertainty_score":0.9999674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00993569938546694,"score_gpt":0.1949909674011014,"score_spread":0.1850552680156345,"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."}}