{"id":"W3121003935","doi":"10.52358/mm.vi4.155","title":"Retour d’expérience sur une pratique d’hybridation","year":2020,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006131906,0.0003845362,0.000376757,0.0001996276,0.000696974,0.0008643398,0.0008050245,0.0002401556,0.0003761819],"category_scores_gemma":[0.002710066,0.0004727759,0.0002023416,0.003138861,0.0001761696,0.002545682,0.0002454358,0.000819313,0.001394363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001800997,"about_ca_system_score_gemma":0.002020876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008538593,"about_ca_topic_score_gemma":0.0003206691,"domain_scores_codex":[0.9964018,0.0006614397,0.000865165,0.0008424281,0.0006489573,0.0005802319],"domain_scores_gemma":[0.9968374,0.0007069464,0.000544966,0.0007333636,0.0006938002,0.0004835645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003359088,0.0002990032,0.004076263,0.00007693609,0.00007340717,0.00002872655,0.01820848,0.09234747,0.0001482209,0.8243099,0.04565528,0.01477293],"study_design_scores_gemma":[0.0005564356,0.0001891492,0.01958224,0.00008532665,0.00009731968,0.00002320478,0.0005445083,0.768143,0.0001092101,0.0102291,0.1998794,0.0005611044],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005566443,0.0007907683,0.4461403,0.5367787,0.00078745,0.0003620425,0.0001960344,0.0003818754,0.008996323],"genre_scores_gemma":[0.8787809,0.0009289006,0.07222774,0.01805283,0.00140781,0.00008902541,0.0004346654,0.00007652831,0.0280016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8732145,"threshold_uncertainty_score":0.9997724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03887915984872683,"score_gpt":0.2951156264277579,"score_spread":0.2562364665790311,"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."}}