{"id":"W3199044968","doi":"10.7202/1077650ar","title":"L’analyse de construits, une co-construction de groupe","year":2021,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Humanities; Philosophy; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.02025694,0.001874218,0.001134156,0.005605793,0.006659193,0.01811418,0.003149603,0.003884655,0.01430029],"category_scores_gemma":[0.03786291,0.0008790587,0.002066533,0.004963754,0.03576894,0.0217981,0.01274989,0.004842656,0.003645038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007159899,"about_ca_system_score_gemma":0.009816757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012416,"about_ca_topic_score_gemma":0.01126622,"domain_scores_codex":[0.960036,0.02644166,0.001202722,0.004892197,0.006450812,0.0009766488],"domain_scores_gemma":[0.9654025,0.02091933,0.002648363,0.005927219,0.004042455,0.001060185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006029841,0.00004878654,0.002014701,0.0006567173,0.0000777229,0.0004295175,0.2042028,0.0005573145,0.003084644,0.7414145,0.004073977,0.0433791],"study_design_scores_gemma":[0.00003418712,0.0001538823,0.003255784,0.001019327,0.0001342452,0.00115338,0.1109105,0.003425004,0.005192695,0.4212606,0.453313,0.0001475526],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05010043,0.004926241,0.6795915,0.01882619,0.001115299,0.0008350126,0.0005073827,0.0008616108,0.2432363],"genre_scores_gemma":[0.6585411,0.003540284,0.2555258,0.002056438,0.0004101443,0.001162886,0.0007303451,0.00087534,0.07715777],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02025694,"threshold_uncertainty_score":0.1071302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087831875766157,"score_gpt":0.4265655760394113,"score_spread":0.3177823884627956,"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."}}