{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007463939,0.0005696483,0.000551652,0.0009520222,0.006634875,0.01225754,0.001238219,0.003851606,0.01348534],"category_scores_gemma":[0.01560189,0.0003231502,0.0004465875,0.001075787,0.02549694,0.01693738,0.005225826,0.006929149,0.003267314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00583517,"about_ca_system_score_gemma":0.007353508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007968038,"about_ca_topic_score_gemma":0.01007479,"domain_scores_codex":[0.9934654,0.003357759,0.0001684814,0.001188736,0.0009868715,0.0008327818],"domain_scores_gemma":[0.9914131,0.00259609,0.0009565806,0.001189637,0.002381115,0.001463496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003206605,0.0000249815,0.001444774,0.00008359967,0.00001002313,0.000172724,0.05047308,0.00005909719,0.0004308884,0.9164754,0.01298175,0.01781167],"study_design_scores_gemma":[0.00001146832,0.0000431991,0.001614211,0.0003360384,0.00001101039,0.0002869753,0.06706284,0.0002098015,0.0005350153,0.2583694,0.671487,0.00003306995],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1001036,0.009379444,0.02068055,0.3222277,0.004393809,0.00008065585,0.0001632243,0.0002137075,0.5427573],"genre_scores_gemma":[0.7868025,0.005018325,0.003907921,0.01766107,0.001098752,0.00009307748,0.0001063929,0.0002150773,0.1850968],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9933651,"threshold_uncertainty_score":0.04511297,"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."}}