{"id":"W4409282096","doi":"10.18192/olbij.v14i1.6900","title":"Définir le développement bilingue harmonieux : la relation entre les attitudes langagières des enfants et leur comportement social et affectif","year":2025,"lang":"fr","type":"article","venue":"OLBI Journal","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007299706,0.0002980654,0.0003908875,0.0002260713,0.001910374,0.0005145333,0.0003845782,0.0003036563,0.0009750224],"category_scores_gemma":[0.0009421492,0.00029653,0.0002316803,0.0005141796,0.0006619012,0.0004284599,0.0001566765,0.001386122,0.00003884565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000617131,"about_ca_system_score_gemma":0.001240149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007085873,"about_ca_topic_score_gemma":0.009482943,"domain_scores_codex":[0.9918464,0.00592074,0.0005869571,0.0003592345,0.000685778,0.0006008383],"domain_scores_gemma":[0.9979821,0.001040584,0.0004723866,0.000144098,0.0001934072,0.0001673812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005933704,0.0008214451,0.3643777,0.0002665908,0.0006167891,0.0002733795,0.09980831,0.001005105,0.002517981,0.07534099,0.0248708,0.4300416],"study_design_scores_gemma":[0.001672175,0.0001283459,0.6722276,0.001128985,0.0002144093,0.00005925632,0.01368682,0.0001841895,0.0007408106,0.009222297,0.3002284,0.0005067563],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7767413,0.02192876,0.02105056,0.07945249,0.004248284,0.0004729727,0.00002483325,0.0001633319,0.09591746],"genre_scores_gemma":[0.9482195,0.002418004,0.02819722,0.0007264918,0.0008070591,0.00001291323,0.00001928096,0.00003541756,0.01956415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4295349,"threshold_uncertainty_score":0.9999487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06903178462953247,"score_gpt":0.4049425985653351,"score_spread":0.3359108139358026,"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."}}