{"id":"W7162496295","doi":"10.5281/zenodo.20416172","title":"Activité – La communication inclusive : se former par le jeu des différences","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Symbolic communication; Inclusion (mineral); Context (archaeology); Visual communication","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":[0.003978074,0.0005915668,0.0003340492,0.0009976574,0.009316044,0.008186427,0.000705949,0.003174253,0.01716787],"category_scores_gemma":[0.006145127,0.0002645555,0.0005170144,0.0006866771,0.01054537,0.00713433,0.008334076,0.006685593,0.002996904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002361457,"about_ca_system_score_gemma":0.003470469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005360593,"about_ca_topic_score_gemma":0.008434617,"domain_scores_codex":[0.9949805,0.002875419,0.0001019269,0.0004433435,0.0008051586,0.0007936629],"domain_scores_gemma":[0.9957798,0.001544604,0.0002856848,0.0004296835,0.0006759338,0.001284372],"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":[0.000184461,0.0001544644,0.004540937,0.0003451313,0.00002871075,0.0008108393,0.5263415,0.00009100741,0.003682369,0.2477491,0.07621246,0.1398591],"study_design_scores_gemma":[0.00001891497,0.00008290458,0.005585034,0.000569605,0.00001561096,0.0007803246,0.1499778,0.00009202422,0.0009148399,0.01863664,0.8232889,0.00003750011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1424982,0.008282327,0.01016096,0.1043084,0.005929954,0.0001977792,0.0001443699,0.0001430995,0.7283349],"genre_scores_gemma":[0.7245212,0.003447739,0.00456931,0.009940764,0.001292083,0.0002194097,0.0001077562,0.0002557652,0.255646],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01716787,"threshold_uncertainty_score":0.05743223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1493407787239439,"score_gpt":0.4019336380322931,"score_spread":0.2525928593083492,"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."}}