{"id":"W4313352106","doi":"10.4000/osp.16769","title":"Ressources personnelles, sens des études, persévérance et épanouissement : une étude longitudinale implémentant un dispositif pédagogique innovant auprès de jeunes étudiant·es français·es en contexte de COVID-19","year":2022,"lang":"fr","type":"article","venue":"L’Orientation scolaire et professionnelle","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Psychology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.008586739,0.0004895744,0.0006528794,0.001588408,0.002342379,0.002688655,0.0007804898,0.0008661403,0.00313637],"category_scores_gemma":[0.01167224,0.0006650751,0.001016401,0.001505642,0.001239298,0.001673305,0.001787131,0.001717354,0.0006911376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00314612,"about_ca_system_score_gemma":0.006690579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1184625,"about_ca_topic_score_gemma":0.1701509,"domain_scores_codex":[0.9962309,0.001405583,0.0003150197,0.0004628944,0.0008316952,0.0007538423],"domain_scores_gemma":[0.9900296,0.002617447,0.002079153,0.0006788205,0.003312133,0.001282835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001362602,0.0006029945,0.9274963,0.0001944621,0.0001487846,0.0002135605,0.04411224,0.0001017061,0.0005335374,0.0004168124,0.0005717711,0.02547146],"study_design_scores_gemma":[0.00001453607,0.0006878852,0.9554036,0.0002301983,0.00008527604,0.00007888368,0.03845745,0.000167777,0.0002794414,0.0001478713,0.004417673,0.00002934385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978001,0.0004580023,0.0003581303,0.0002060975,0.00001986697,0.00008623996,0.0002332279,0.000004779824,0.0008335738],"genre_scores_gemma":[0.9920855,0.0005874838,0.001075579,0.0002030144,0.00001855466,0.0004535771,0.0004201397,0.000009858064,0.005146231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1184625,"threshold_uncertainty_score":0.2355458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03734306813655338,"score_gpt":0.3723563526681903,"score_spread":0.3350132845316369,"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."}}