{"id":"W2801174549","doi":"10.20360/langandlit29387","title":"Processus d’une recherche-développement réalisée avec des parties prenantes pour favoriser l’accès à l’information sur les services qu’ils reçoivent","year":2018,"lang":"fr","type":"article","venue":"Language and Literacy","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec en Outaouais","funders":"","keywords":"Political science; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002764861,0.0002148803,0.0002139842,0.00007855458,0.0008059583,0.0003129524,0.0001974756,0.0002427374,0.0004708508],"category_scores_gemma":[0.0007504359,0.0001947082,0.00006361007,0.0004134624,0.0008764021,0.001972338,0.00005483223,0.000214945,0.00007835602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001454496,"about_ca_system_score_gemma":0.0003146406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009040714,"about_ca_topic_score_gemma":0.001956572,"domain_scores_codex":[0.9979026,0.0006615933,0.0004272743,0.0002501741,0.0002854309,0.0004728822],"domain_scores_gemma":[0.9977784,0.0008261402,0.0002707509,0.0001604526,0.0008212897,0.0001429378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001391149,0.0000900271,0.01667459,0.0004554479,0.00005014167,0.000001172009,0.8248984,6.690947e-7,0.00004796415,0.004495655,0.0005002864,0.1527717],"study_design_scores_gemma":[0.000479371,0.0001612329,0.05198556,0.0009736471,0.00008723981,0.000007398988,0.8321003,0.000184201,0.0005066585,0.007874897,0.1052535,0.0003860559],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576305,0.01568782,0.0001850007,0.01904717,0.0009289172,0.0002711797,0.00003906955,0.00007087082,0.006139539],"genre_scores_gemma":[0.9781193,0.005766122,0.0066406,0.0006184198,0.003185515,0.00005979205,0.0001142692,0.00001381952,0.00548219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1523857,"threshold_uncertainty_score":0.9975582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1637859705394191,"score_gpt":0.42496079862102,"score_spread":0.2611748280816009,"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."}}