{"id":"W7097631604","doi":"","title":"DEVELOPPEMENT D'UNE MÉTHODOLOGIE DE SELECTION DES","year":2014,"lang":"en","type":"article","venue":"","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Subject (documents); Field (mathematics); Work (physics)","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":[0.002918246,0.00004277188,0.00005581214,0.00002157475,0.0004103796,0.00003696648,0.00008972173,0.00004896579,0.0006670212],"category_scores_gemma":[0.002008383,0.00003718713,0.00002249718,0.0002259019,0.00009848702,0.00007252332,0.00001186088,0.00004575043,0.0000727231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001532785,"about_ca_system_score_gemma":0.0002727778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003285362,"about_ca_topic_score_gemma":0.009525877,"domain_scores_codex":[0.9989812,0.0004871527,0.00008285424,0.0001024689,0.000129044,0.0002172157],"domain_scores_gemma":[0.9991874,0.0005660288,0.00002529829,0.00004719032,0.00009287171,0.00008124169],"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":[0.000006924968,0.00007323211,0.05140732,0.000009221648,0.00001303127,5.97005e-8,0.008724045,0.00003185724,0.002698813,0.5166562,0.02217086,0.3982084],"study_design_scores_gemma":[0.0000487927,0.00001525206,0.06430724,0.00000399116,0.000004355096,6.018209e-7,0.001017059,0.00001130997,0.001162105,0.07770563,0.8556477,0.00007592328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2013284,0.00003533405,0.4115417,0.005926433,0.0005256327,0.00009054782,2.151234e-7,0.0001211566,0.3804306],"genre_scores_gemma":[0.1761771,0.0001140628,0.7881612,0.0005962234,0.0004974728,0.00001832275,0.000001676036,0.000004535997,0.03442936],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8334769,"threshold_uncertainty_score":0.7303414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.68951742058137,"score_gpt":0.5847265348380972,"score_spread":0.1047908857432728,"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."}}