{"id":"W7128643855","doi":"10.7202/1122694ar","title":"Un mot des responsables","year":2025,"lang":"fr","type":"article","venue":"Revue québécoise de psychologie","topic":"Social Representations and Identity","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Context (archaeology); Vulnerability (computing); Resilience (materials science); Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001103534,0.0003458046,0.0004786707,0.0003813538,0.0004694237,0.0001567151,0.0007276683,0.0007070032,0.003066361],"category_scores_gemma":[0.001654427,0.0004210208,0.0003719199,0.001439433,0.0008668089,0.0001941044,0.0001219518,0.0006044314,0.001992192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004969025,"about_ca_system_score_gemma":0.0003795684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01205092,"about_ca_topic_score_gemma":0.003332713,"domain_scores_codex":[0.9962228,0.001174653,0.0006388875,0.0008430366,0.0001388031,0.0009818157],"domain_scores_gemma":[0.997291,0.0008963835,0.0001874535,0.00120838,0.0002131737,0.0002036015],"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":[0.0004762998,0.001458111,0.04267599,0.0002904915,0.0005226875,0.0003511386,0.003103045,0.00003023947,0.000687097,0.3253334,0.2111416,0.4139298],"study_design_scores_gemma":[0.001130539,0.0001275375,0.3278118,0.0003271981,0.0002270667,0.00006926398,0.001787129,0.00002815773,0.000135733,0.2055212,0.4625082,0.0003261818],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2845961,0.04033984,0.004846764,0.02676368,0.007855164,0.0005106319,0.00008612115,0.0002174111,0.6347843],"genre_scores_gemma":[0.5738715,0.01106818,0.005400583,0.004717604,0.001062525,0.0002420701,0.00002480973,0.00007989183,0.4035329],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4136037,"threshold_uncertainty_score":0.9998242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05980478118413494,"score_gpt":0.4037927189763333,"score_spread":0.3439879377921983,"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."}}