{"id":"W4409040453","doi":"10.36253/oar-3339","title":"The Role of the Interviewer in the Cooperation Between Speakers and Researchers: The VAM («Voci dell’Adda e della Mera») Project","year":2025,"lang":"en","type":"article","venue":"Oral Archives Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec à Montréal","funders":"","keywords":"Interview; Linguistics; Sociology; Philosophy; Anthropology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.02057058,0.00008523643,0.0001353382,0.00007430178,0.002116631,0.0004184644,0.0009857682,0.00004346285,0.00001585346],"category_scores_gemma":[0.003175026,0.00003173549,0.0001014447,0.000569392,0.002617863,0.0001388727,0.0002007604,0.001285355,0.000001105329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003734658,"about_ca_system_score_gemma":0.0006415325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008068251,"about_ca_topic_score_gemma":0.00462405,"domain_scores_codex":[0.9823315,0.01623942,0.000304083,0.0001202932,0.0006385899,0.0003661175],"domain_scores_gemma":[0.9923658,0.007135766,0.000111409,0.0001965502,0.0001367217,0.00005370202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001393062,0.00005143028,0.01759031,0.00002844237,0.0001323755,0.000002223243,0.3031816,0.00001691809,0.0006303667,0.142964,0.003450724,0.5318123],"study_design_scores_gemma":[0.0003439918,0.0001386603,0.02977071,0.0002217622,0.00002465015,0.000003306424,0.1785548,0.0004575428,0.0002507936,0.3375575,0.4525777,0.00009849684],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5138398,0.01261329,0.005345893,0.3065822,0.0004400621,0.002695192,0.00003177745,0.00001742499,0.1584343],"genre_scores_gemma":[0.9893804,0.00607108,0.001317407,0.0004476615,0.0002702095,0.0000236621,8.491713e-7,0.000008482411,0.002480275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5317138,"threshold_uncertainty_score":0.9991825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2117147982315328,"score_gpt":0.5295441146840714,"score_spread":0.3178293164525386,"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."}}