{"id":"W3200867755","doi":"10.7202/1077652ar","title":"L’analyse de construits au service de la persévérance","year":2021,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Philosophy","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":[0.009086694,0.0008073793,0.0005191448,0.002554117,0.005177082,0.01334966,0.001785034,0.003034758,0.01155353],"category_scores_gemma":[0.02082287,0.0004404108,0.0007715009,0.003823568,0.01935684,0.01313109,0.005628963,0.003991287,0.001536647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009460527,"about_ca_system_score_gemma":0.0103327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02084221,"about_ca_topic_score_gemma":0.01674039,"domain_scores_codex":[0.9844884,0.009181123,0.0005142685,0.001173757,0.003473778,0.001168772],"domain_scores_gemma":[0.9801461,0.01202444,0.002342204,0.001714634,0.002605561,0.001167015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003758289,0.00004592239,0.006819327,0.0001982511,0.00002057123,0.0004344469,0.2537801,0.0007777124,0.0009258077,0.70554,0.001292079,0.03012818],"study_design_scores_gemma":[0.00002277777,0.0001609643,0.01711748,0.0007777004,0.00004687953,0.0008988929,0.4716538,0.004471803,0.001991068,0.2466993,0.256056,0.0001032797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4326556,0.003734013,0.1549539,0.02568528,0.000345904,0.000300244,0.0002058699,0.0002144966,0.3819047],"genre_scores_gemma":[0.9572959,0.001186899,0.01425317,0.0006569081,0.00006448517,0.0001651655,0.00007685502,0.0001411573,0.02615948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02084221,"threshold_uncertainty_score":0.06864125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1622538651907767,"score_gpt":0.4505536434801735,"score_spread":0.2882997782893967,"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."}}