{"id":"W2790932259","doi":"10.4000/communication.7595","title":"De la performance à la reconnaissance","year":2018,"lang":"fr","type":"article","venue":"Communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005996703,0.00008288313,0.00009017088,0.00003155426,0.001054975,0.00007160364,0.0005475447,0.0002272498,0.0004902809],"category_scores_gemma":[0.0008830003,0.000101527,0.00003651543,0.0002605934,0.006290325,0.0003196268,0.00004961186,0.0002862544,0.0002452944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001348109,"about_ca_system_score_gemma":0.0003074489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002621415,"about_ca_topic_score_gemma":0.00005696327,"domain_scores_codex":[0.9962443,0.003124596,0.0001795336,0.0001323,0.00009860751,0.0002206855],"domain_scores_gemma":[0.9964145,0.002743673,0.0001399878,0.000436866,0.0001987865,0.00006621409],"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":[0.000003864614,0.0001386422,0.02276122,0.00003212599,0.0000241605,6.44205e-8,0.1136392,0.000005520688,0.00004959319,0.7092013,0.03237964,0.1217647],"study_design_scores_gemma":[0.000115838,0.00003432018,0.06231987,0.000163298,0.00001676794,0.000005038053,0.01701052,0.0004771414,0.00004932055,0.01777721,0.9019003,0.0001304127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3273468,0.0132993,0.0003693242,0.03829779,0.001249463,0.0001154146,0.000002969111,0.0000640983,0.6192548],"genre_scores_gemma":[0.9550971,0.02330543,0.007902385,0.0004963108,0.001714904,0.00003157925,0.00001628081,0.00001123912,0.01142475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8695206,"threshold_uncertainty_score":0.996414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2928106439902782,"score_gpt":0.4995817320047182,"score_spread":0.20677108801444,"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."}}