{"id":"W3111920983","doi":"10.52358/mm.vi4.180","title":"Le numérique pour une hybridation de qualité","year":2020,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006494367,0.0009529623,0.0007157009,0.004012751,0.0045484,0.01788999,0.001820971,0.003483368,0.02235457],"category_scores_gemma":[0.01693727,0.0005429866,0.001016355,0.00341574,0.02523003,0.01603034,0.007894161,0.005248746,0.003043273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01091134,"about_ca_system_score_gemma":0.006072728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024295,"about_ca_topic_score_gemma":0.009825304,"domain_scores_codex":[0.9916555,0.003373225,0.0004065916,0.001493895,0.00246615,0.0006046235],"domain_scores_gemma":[0.988925,0.005205241,0.001499668,0.00165356,0.001948841,0.0007676921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002708298,0.00001084264,0.001378304,0.0001061933,0.000009225802,0.00004774555,0.006415686,0.0002699154,0.0001709728,0.9791878,0.001497954,0.01087824],"study_design_scores_gemma":[0.00002844842,0.00008882525,0.006074214,0.0006686444,0.00003147776,0.000417386,0.008101864,0.001566472,0.0007707685,0.5455307,0.4366382,0.00008303408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0590215,0.01367027,0.1102508,0.05413175,0.001779871,0.0001175382,0.0003466281,0.0004580372,0.7602236],"genre_scores_gemma":[0.8116452,0.005873988,0.03962815,0.003285334,0.0008809033,0.0004101695,0.0001664278,0.0004966957,0.1376132],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02235457,"threshold_uncertainty_score":0.07916772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2284928038682593,"score_gpt":0.446070568902966,"score_spread":0.2175777650347067,"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."}}