{"id":"W1731616892","doi":"10.4000/educationdidactique.1668","title":"On Semiotics and Education","year":2013,"lang":"fr","type":"article","venue":"Éducation & didactique","topic":"Social Representations and Identity","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sociology; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003285638,0.000571286,0.0005752161,0.002414872,0.003716101,0.006613077,0.0006181593,0.002217866,0.003448928],"category_scores_gemma":[0.004131336,0.0001918713,0.000481172,0.001969491,0.03564126,0.006459474,0.003653488,0.003763178,0.0008077903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003849947,"about_ca_system_score_gemma":0.001962315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002925245,"about_ca_topic_score_gemma":0.001961877,"domain_scores_codex":[0.9960423,0.002758503,0.0001431114,0.0002880022,0.0005183525,0.0002497338],"domain_scores_gemma":[0.9954006,0.003559112,0.000223665,0.0003339795,0.0003219203,0.0001607389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002151332,0.000002262266,0.00003584887,0.00001615549,8.348269e-7,0.00001877792,0.001333824,0.00009277877,0.00002378528,0.9957727,0.0004841356,0.002216851],"study_design_scores_gemma":[0.00000249483,0.000008585523,0.00008063188,0.00009331491,0.000001115767,0.00006026909,0.0009844886,0.0001840342,0.00007982393,0.9451669,0.05333263,0.000005726625],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01924342,0.05640297,0.1275268,0.03630317,0.001879015,0.00007124389,0.0001124189,0.0001250159,0.7583361],"genre_scores_gemma":[0.8896623,0.02886466,0.02937272,0.006372191,0.001989361,0.0002759294,0.0001364564,0.0001276517,0.04319872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006613077,"threshold_uncertainty_score":0.02793348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02013924500661148,"score_gpt":0.3823969456606193,"score_spread":0.3622577006540078,"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."}}