{"id":"W4298006704","doi":"10.4000/communication.16365","title":"De quels devenirs-minoritaires sommes-nous les chercheur·e·s ?","year":2022,"lang":"fr","type":"article","venue":"Communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005805859,0.0001409508,0.0001667854,0.00006944538,0.003439369,0.00006514596,0.00109481,0.000170912,0.001274384],"category_scores_gemma":[0.0009235651,0.0001899702,0.0001029458,0.0004741045,0.001402398,0.0002348284,0.0002616189,0.0007282592,0.00005043002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008589388,"about_ca_system_score_gemma":0.0008199923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005439562,"about_ca_topic_score_gemma":0.0004822517,"domain_scores_codex":[0.9945328,0.004255271,0.0003189836,0.000224005,0.0002779921,0.0003909381],"domain_scores_gemma":[0.9966778,0.002205327,0.000236206,0.000597805,0.0001785253,0.0001043431],"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":[0.000005067438,0.0004807543,0.01974072,0.00003494174,0.00006198012,5.615102e-7,0.2113318,0.0002175018,0.00006662348,0.635583,0.02387479,0.1086022],"study_design_scores_gemma":[0.0001823689,0.00005208074,0.01567774,0.00003339524,0.00004397424,0.000009270176,0.2600732,0.0002149218,0.00001250036,0.04926775,0.6742086,0.000224245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4062619,0.1627325,0.0005111884,0.3244258,0.003308579,0.0006026221,0.00005441503,0.0002367488,0.1018663],"genre_scores_gemma":[0.9699661,0.009349387,0.006977743,0.0009355939,0.0008844959,0.0002557605,0.0001885742,0.00002464564,0.01141769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6503338,"threshold_uncertainty_score":0.9996386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3205780545268133,"score_gpt":0.4685407121829619,"score_spread":0.1479626576561486,"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."}}