{"id":"W3181989537","doi":"10.17118/11143/18448","title":"Insécurité linguistique chez les enseignants non natifs de FLE : le cas des Colombiens","year":2020,"lang":"fr","type":"article","venue":"Circula","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001231516,0.0002770112,0.0002555202,0.0008102831,0.005809906,0.002370747,0.000470164,0.0007229435,0.007359622],"category_scores_gemma":[0.002656936,0.0001695066,0.0001211123,0.001418358,0.003960831,0.001295084,0.002703479,0.0010093,0.0004118662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005160262,"about_ca_system_score_gemma":0.003942172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3011232,"about_ca_topic_score_gemma":0.4943717,"domain_scores_codex":[0.9993056,0.0001943227,0.00003090553,0.0000836679,0.00009381492,0.0002916695],"domain_scores_gemma":[0.9989032,0.0003281395,0.000334496,0.00004590116,0.0001401636,0.0002481531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006383425,0.0000226767,0.1775709,0.0001222773,0.00001011396,0.003915482,0.7908805,0.00005623413,0.002138474,0.01286548,0.001007325,0.01134674],"study_design_scores_gemma":[0.00000373153,0.00004343348,0.2913584,0.0001532977,0.00001238187,0.0009024754,0.6780365,0.00009166318,0.0003239843,0.0007845959,0.02825867,0.00003097076],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901113,0.0005058857,0.00006427286,0.001492136,0.00001277532,0.000006587682,0.00003688434,0.000001995992,0.007768215],"genre_scores_gemma":[0.9969562,0.0004223733,0.00004295844,0.000127312,0.000006403387,0.000005562181,0.00001955641,0.00000324999,0.002416434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3011232,"threshold_uncertainty_score":0.598741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.061736937338077,"score_gpt":0.3175209646066153,"score_spread":0.2557840272685383,"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."}}