{"id":"W2997894471","doi":"10.7202/1065905ar","title":"USAGES DES TIC CHEZ LES ÉTUDIANTS : RISQUES ET RESSOURCES","year":2019,"lang":"fr","type":"article","venue":"Revue québécoise de psychologie","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001831899,0.0004592151,0.0006195564,0.0002262626,0.0005769072,0.0001694222,0.001392157,0.001058922,0.001164413],"category_scores_gemma":[0.001125973,0.0004885062,0.000280984,0.0008406904,0.002760509,0.0005639867,0.0001382645,0.0009800668,0.002667808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006145328,"about_ca_system_score_gemma":0.0002486349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008098914,"about_ca_topic_score_gemma":0.009210979,"domain_scores_codex":[0.9958948,0.0009709304,0.0005062901,0.0008249205,0.0003538381,0.001449179],"domain_scores_gemma":[0.997924,0.0003725714,0.0003694866,0.0008991109,0.0001225632,0.0003122373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001257946,0.001150184,0.7638147,0.0006563599,0.0002300105,0.0002103109,0.01951278,0.00004740421,0.00146133,0.009743253,0.02042967,0.1826182],"study_design_scores_gemma":[0.001452526,0.0006322165,0.6993335,0.002627042,0.0001955073,0.0001230456,0.01108723,0.00006694488,0.0008346908,0.01814093,0.2643051,0.001201267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8147399,0.01300668,0.00004529733,0.03739197,0.001941104,0.0005062582,0.00003693686,0.0004889042,0.131843],"genre_scores_gemma":[0.9531158,0.01648397,0.001257472,0.001736213,0.0003454016,0.00002387739,0.000004211538,0.00006841273,0.02696468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2438754,"threshold_uncertainty_score":0.9999534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0632844290548642,"score_gpt":0.3619631012631593,"score_spread":0.2986786722082951,"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."}}