{"id":"W4394996080","doi":"10.7202/1110571ar","title":"Introduction","year":2023,"lang":"fr","type":"article","venue":"Enjeux et société Approches transdisciplinaires","topic":"New Caledonia Indigenous Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002650575,0.0008125966,0.0005024897,0.001233134,0.002583717,0.005193589,0.001810907,0.002725162,0.296691],"category_scores_gemma":[0.006743565,0.0002757228,0.0007063606,0.001498387,0.001652131,0.00353816,0.003622706,0.002786561,0.1027472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003051818,"about_ca_system_score_gemma":0.004606757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008745603,"about_ca_topic_score_gemma":0.007786152,"domain_scores_codex":[0.9976845,0.0004426929,0.000114281,0.0006164168,0.0008304166,0.0003116837],"domain_scores_gemma":[0.9969652,0.0007073732,0.0001883205,0.0003672046,0.001435838,0.0003359983],"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":[0.00008582944,0.00005750491,0.001406599,0.0007968488,0.00001238109,0.0002142431,0.003690528,0.0001916927,0.0005359917,0.1460451,0.689396,0.1575673],"study_design_scores_gemma":[0.000003928829,0.00001135638,0.000594785,0.0002610666,0.000002927619,0.00006744699,0.0005111577,0.00002881437,0.00009622201,0.004329834,0.9940852,0.000007338257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005905293,0.007956856,0.01496023,0.04678738,0.01667723,0.0004587813,0.01083783,0.001406547,0.8950099],"genre_scores_gemma":[0.06127022,0.008824442,0.01533737,0.02236816,0.005990145,0.0008128491,0.0084259,0.001117987,0.8758531],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.703309,"threshold_uncertainty_score":0.9925303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0433289774506875,"score_gpt":0.3603532584546005,"score_spread":0.317024281003913,"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."}}