{"id":"W4391791665","doi":"10.4000/jso.15438","title":"Perspectives de co-élaboration d’un cadre éthique culturellement sensible pour la recherche en éducation en Nouvelle-Calédonie","year":2023,"lang":"fr","type":"article","venue":"Journal de la Société des océanistes","topic":"New Caledonia Indigenous Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01677606,0.000407103,0.0004631839,0.0001673701,0.003173906,0.0007112644,0.0004505897,0.001338352,0.0006490821],"category_scores_gemma":[0.005947721,0.0004025717,0.0003332864,0.001063067,0.0009929633,0.0005578161,0.000109848,0.002487446,0.0004004454],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01111478,"about_ca_system_score_gemma":0.004276507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001287695,"about_ca_topic_score_gemma":0.001686984,"domain_scores_codex":[0.9831181,0.01407382,0.0005832074,0.0004245132,0.000702333,0.001098087],"domain_scores_gemma":[0.9871202,0.01096537,0.0004607585,0.0001971348,0.0009046171,0.0003518981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003433539,0.0004441292,0.00434043,0.0001390203,0.0005526455,0.0001978544,0.8863601,0.0001641302,0.007123061,0.03928379,0.03559161,0.02576888],"study_design_scores_gemma":[0.0006223778,0.0001373296,0.005192461,0.0002287379,0.0002401678,0.0003108997,0.6735091,0.0001725886,0.002211048,0.09132862,0.2256,0.0004467048],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5126293,0.02270212,0.002368884,0.07995208,0.00170593,0.0009635583,0.00009482394,0.0004087463,0.3791746],"genre_scores_gemma":[0.7491798,0.1281802,0.02984792,0.0008262339,0.004666896,0.00007942213,0.00001828527,0.0001270714,0.08707416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2921004,"threshold_uncertainty_score":0.9999581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042718752599785,"score_gpt":0.4283562877611771,"score_spread":0.3240844125011986,"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."}}