{"id":"W4408520493","doi":"10.7202/1116501ar","title":"Introduction","year":2025,"lang":"fr","type":"article","venue":"Revue d’études autochtones","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002153269,0.000705378,0.0004410915,0.001575222,0.00202251,0.005499256,0.001653072,0.002061481,0.4353445],"category_scores_gemma":[0.007865402,0.0002479503,0.0006039923,0.001446123,0.001163018,0.002587763,0.003012591,0.001944246,0.2298016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002058319,"about_ca_system_score_gemma":0.003764855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004867473,"about_ca_topic_score_gemma":0.004047411,"domain_scores_codex":[0.9980124,0.0003793557,0.00008046756,0.0004479574,0.0008501561,0.0002295812],"domain_scores_gemma":[0.9967539,0.000664846,0.0001404554,0.0005059583,0.001429054,0.0005057841],"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":[0.00008739561,0.00005448031,0.0007539054,0.0003571651,0.00000752607,0.0001148854,0.0006294957,0.0001608568,0.0004557385,0.1488718,0.6390465,0.2094602],"study_design_scores_gemma":[0.000003924183,0.000007606422,0.0002609802,0.00008872338,0.000001587471,0.00004612219,0.000111588,0.00002198671,0.00008177377,0.006066813,0.9933053,0.00000370979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002419735,0.003551376,0.01092931,0.0183044,0.01099644,0.0002444403,0.006421381,0.001055664,0.9460773],"genre_scores_gemma":[0.0200357,0.003461294,0.006985455,0.008512534,0.003409896,0.0003739307,0.006680341,0.0006874313,0.9498535],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5646555,"threshold_uncertainty_score":0.8054125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03716964357204006,"score_gpt":0.3082236211981269,"score_spread":0.2710539776260869,"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."}}