{"id":"W4236671839","doi":"10.21432/t2ms3n","title":"Editorial / Éditorial","year":2013,"lang":"fr","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mathematics education; Psychology; Pedagogy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002528718,0.0001281243,0.0002256656,0.000617678,0.0005625962,0.0003492253,0.0001447415,0.0003601691,0.002243746],"category_scores_gemma":[0.0006273662,0.000122916,0.00004915308,0.00009247121,0.0007029835,0.000350822,0.000009535446,0.00105554,0.0001506545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001087642,"about_ca_system_score_gemma":0.001202676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01605412,"about_ca_topic_score_gemma":0.005937345,"domain_scores_codex":[0.998997,0.00006543015,0.000330198,0.000109444,0.0001123916,0.0003855005],"domain_scores_gemma":[0.9984869,0.00009289705,0.0002472663,0.00007346196,0.0006723484,0.0004271315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005226363,0.00001599485,0.00833854,0.00003755282,0.00005870103,0.00002216923,0.04688599,0.000001628331,0.000008202866,0.01619279,0.879081,0.04935221],"study_design_scores_gemma":[0.0003161601,0.0003813956,0.00004803415,0.0001243824,0.00004174515,0.0001059443,0.0540782,0.000007982382,0.00001169255,0.006591936,0.9381734,0.0001191192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.3840482,0.01521215,0.000004445393,0.01931262,0.5798417,0.00006333832,0.000006174503,0.00001529574,0.001496088],"genre_scores_gemma":[0.5671183,0.000303206,0.00005881688,0.00002115397,0.4189838,0.000002696612,0.000002821201,0.00001536379,0.01349387],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1830701,"threshold_uncertainty_score":0.9986683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00523253174481043,"score_gpt":0.200726524645571,"score_spread":0.1954939929007606,"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."}}