{"id":"W4400290517","doi":"10.7202/1112104ar","title":"Cartes mentales dans les ateliers d’écriture en langues minoritaires au Mexique et paysages linguistiques imaginaires","year":2024,"lang":"fr","type":"article","venue":"Diversité urbaine","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004214485,0.0003411611,0.0002826832,0.0001666003,0.000579808,0.0002718257,0.0003734748,0.0002606749,0.0005334145],"category_scores_gemma":[0.0003849021,0.0003250956,0.0002283689,0.0002977924,0.0009088599,0.0003272015,0.0001110085,0.0003084513,0.0001972712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007547026,"about_ca_system_score_gemma":0.0007435126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2081925,"about_ca_topic_score_gemma":0.03931303,"domain_scores_codex":[0.9979265,0.0005121503,0.0002403475,0.0004589019,0.0003240491,0.000538004],"domain_scores_gemma":[0.998774,0.0005459563,0.00006591836,0.0001991405,0.0001378132,0.0002771749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001240488,0.000128607,0.02660811,0.0002510331,0.0001626278,0.0001339185,0.8378111,0.000008438682,0.0003499654,0.0686958,0.02093111,0.04490693],"study_design_scores_gemma":[0.0001653054,0.00009370071,0.01793087,0.0003552651,0.0001746188,0.000008283298,0.09629773,0.0001404433,0.0017042,0.001063833,0.8816636,0.0004021677],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.64414,0.1109741,0.0000371807,0.08760864,0.006894987,0.0004142143,0.0008176126,0.0006102716,0.148503],"genre_scores_gemma":[0.8789953,0.006315535,0.0003209555,0.000595555,0.003229869,0.000009727588,0.0001299055,0.00003203447,0.1103711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8607325,"threshold_uncertainty_score":0.9999201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02825561108649044,"score_gpt":0.3857476039718746,"score_spread":0.3574919928853842,"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."}}