{"id":"W4321513757","doi":"10.7202/1096361ar","title":"Réflexions méthodologiques, épistémologiques et éthiques sur les données de recherche recueillies en salle de classe : l’expérience vécue par le chercheur","year":2022,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Anecdote; Philosophy; Art","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2000172,0.001254105,0.001634898,0.006515754,0.01109953,0.02576366,0.00312805,0.00474802,0.008041495],"category_scores_gemma":[0.2551671,0.001244651,0.001952121,0.008235307,0.04871151,0.02105264,0.01400412,0.0112472,0.001874555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01399989,"about_ca_system_score_gemma":0.02542243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01041734,"about_ca_topic_score_gemma":0.008286843,"domain_scores_codex":[0.7137328,0.2352977,0.007363686,0.007170122,0.03365237,0.002783244],"domain_scores_gemma":[0.5125686,0.4135645,0.01054562,0.03110484,0.02977144,0.002445068],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001597425,0.00008680327,0.002295626,0.001298169,0.0001145406,0.0004212655,0.6919677,0.0003551434,0.001883753,0.2320893,0.006733617,0.06259429],"study_design_scores_gemma":[0.0001789635,0.0002148887,0.005039619,0.004348793,0.0001237614,0.0009113186,0.3386557,0.00147526,0.005127923,0.2289918,0.4146546,0.0002774909],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.187605,0.04054817,0.3551743,0.1865525,0.004511743,0.001490127,0.001021475,0.0007181285,0.2223786],"genre_scores_gemma":[0.8310748,0.01310011,0.1108965,0.008147251,0.000960975,0.002489,0.000382318,0.0009647068,0.03198432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7999828,"threshold_uncertainty_score":0.9865212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.903863139847834,"score_gpt":0.5934983717814051,"score_spread":0.3103647680664289,"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."}}