{"id":"W2997153572","doi":"10.52358/mm.vi2.86","title":"BEE : Concepteurs d'écosystèmes éducatifs","year":2019,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005922868,0.0009146637,0.0004983827,0.002831401,0.00281589,0.01049647,0.001727042,0.002544191,0.01345491],"category_scores_gemma":[0.007637951,0.0004862844,0.0007849565,0.002356034,0.009310013,0.01231259,0.005250075,0.003134539,0.00157115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00478987,"about_ca_system_score_gemma":0.004623409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00389019,"about_ca_topic_score_gemma":0.005939664,"domain_scores_codex":[0.9959865,0.002213112,0.0001917662,0.0004469196,0.0009432107,0.0002184803],"domain_scores_gemma":[0.9949859,0.003201097,0.0002644047,0.000596179,0.0006254519,0.0003269818],"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":[0.000039544,0.0000679143,0.001243534,0.0004910869,0.00001425169,0.0001672226,0.03273402,0.0005583889,0.001518246,0.9114482,0.002658936,0.04905871],"study_design_scores_gemma":[0.0000429207,0.0001204038,0.003385823,0.001453057,0.00003878428,0.0005442656,0.04022224,0.00311681,0.002458564,0.3103848,0.6381648,0.00006754712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07390548,0.006548196,0.4377661,0.01228015,0.001160986,0.001218976,0.0006196633,0.0007189523,0.4657814],"genre_scores_gemma":[0.5810659,0.005110271,0.3109458,0.001607725,0.0001401157,0.002781116,0.0004293843,0.0003070741,0.09761251],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01345491,"threshold_uncertainty_score":0.04501116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06344637577382632,"score_gpt":0.3872602522096428,"score_spread":0.3238138764358165,"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."}}