{"id":"W3201553114","doi":"10.7202/1079033ar","title":"Les chemins de la construction identitaire","year":2021,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Art; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005197364,0.00008864025,0.0001228134,0.0001382438,0.0008428507,0.0004502153,0.0001137886,0.0002563059,0.01209046],"category_scores_gemma":[0.0003325299,0.0001517744,0.0001066817,0.0006485824,0.001267618,0.0003629365,0.00001712938,0.0002563596,0.001817385],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002612515,"about_ca_system_score_gemma":0.006055709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3743337,"about_ca_topic_score_gemma":0.7144744,"domain_scores_codex":[0.9987273,0.0004048695,0.0001805232,0.0002267421,0.0002175351,0.0002430945],"domain_scores_gemma":[0.999241,0.0001448425,0.0001028034,0.0001724396,0.0001667167,0.0001722037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004106387,0.0002823322,0.002580977,0.0002057992,0.00005706341,0.00005764103,0.08804942,0.00003511204,0.0009338709,0.3546517,0.3587731,0.1943688],"study_design_scores_gemma":[0.0001493449,0.000004741583,0.009940851,0.00007962494,0.00003281458,0.00004548582,0.02373924,0.000007167158,0.0002177688,0.006024355,0.9596106,0.0001480141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1497703,0.02306663,0.0004177183,0.02333605,0.01670117,0.0001004431,0.00005770695,0.00006538779,0.7864845],"genre_scores_gemma":[0.7875673,0.008917528,0.001289942,0.0009749579,0.00158106,0.00002409206,0.00004412747,0.00002721168,0.1995738],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.637797,"threshold_uncertainty_score":0.999579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468291836131754,"score_gpt":0.2875495851986561,"score_spread":0.2728666668373386,"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."}}