{"id":"W3196953308","doi":"10.52358/mm.vi8.231","title":"Étayer des démarches d’investigation avec le numérique : difficultés rencontrées lors de la mise à l’épreuve d’une application","year":2021,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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":[0.1567367,0.0006816045,0.001182595,0.00404401,0.01577285,0.02076023,0.004365707,0.004744252,0.01168283],"category_scores_gemma":[0.205417,0.000897059,0.0009759659,0.00486262,0.02907667,0.01979314,0.02087357,0.006823387,0.002175862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02687971,"about_ca_system_score_gemma":0.05176304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03198329,"about_ca_topic_score_gemma":0.0418549,"domain_scores_codex":[0.8473869,0.1116106,0.004990752,0.008951751,0.0233856,0.003674425],"domain_scores_gemma":[0.7516134,0.1729649,0.01105368,0.02405515,0.03115427,0.009158497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005368606,0.0001835481,0.01401176,0.001309803,0.00005663452,0.0005750826,0.2960919,0.001218828,0.001450948,0.4051759,0.01304486,0.266344],"study_design_scores_gemma":[0.0001065151,0.0004640122,0.01902137,0.003626456,0.00007414275,0.0007330471,0.2061516,0.004465505,0.003031828,0.1555583,0.6065112,0.0002559402],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3117821,0.0109852,0.19818,0.1577759,0.002477661,0.001920958,0.0003371509,0.0005584953,0.3159825],"genre_scores_gemma":[0.8322085,0.003229071,0.09786014,0.006511675,0.0003089497,0.002266555,0.0001590915,0.0003919985,0.05706401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1567367,"threshold_uncertainty_score":0.8289127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.147031369063252,"score_gpt":0.3185016132616552,"score_spread":0.1714702441984031,"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."}}