{"id":"W4401237590","doi":"","title":"Penser et agir depuis, en et avec des situations troublées: retours croisés sur trois expériences d’enseignement et de recherche","year":2021,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0231951,0.0009471379,0.001423361,0.002117408,0.02392327,0.01684522,0.002930552,0.007243537,0.005479644],"category_scores_gemma":[0.06765695,0.001646725,0.001109314,0.002155578,0.02481628,0.01313656,0.01363464,0.01581091,0.001409892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007656714,"about_ca_system_score_gemma":0.01414294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04404493,"about_ca_topic_score_gemma":0.07482723,"domain_scores_codex":[0.9702988,0.020429,0.001151689,0.001829592,0.003012756,0.003278183],"domain_scores_gemma":[0.9464188,0.0294282,0.00435913,0.001959282,0.007471103,0.01036355],"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":[0.0000201846,0.00003544313,0.001976456,0.00005419047,0.000005633663,0.0005326599,0.991645,0.000009782153,0.0001480763,0.0008225832,0.0009649453,0.003784985],"study_design_scores_gemma":[0.000002719808,0.00002558848,0.001960666,0.0001144742,0.000004071259,0.0004394091,0.9800318,0.00001764443,0.00007416018,0.0002189844,0.01708423,0.00002628844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.931362,0.008800314,0.002813313,0.02854049,0.001386476,0.0001147726,0.000119225,0.00008679459,0.02677663],"genre_scores_gemma":[0.9738026,0.004553723,0.001205187,0.003856388,0.0001803508,0.0001141626,0.00005199133,0.0001498005,0.01608569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04404493,"threshold_uncertainty_score":0.1226689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08618223229753037,"score_gpt":0.3845292154796188,"score_spread":0.2983469831820884,"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."}}