{"id":"W3092104164","doi":"10.3138/cmlr-2019-0071","title":"The Cross-Linguistic Reading Strategies Used by Elementary Students in French Immersion as They Engage with Dual-Language Children’s Books","year":2020,"lang":"fr","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Humanities; French immersion; Art; Philosophy; Linguistics","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":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001407572,0.0007253517,0.0008439072,0.0001867699,0.00157225,0.001183518,0.0008844945,0.0001705432,0.0006660901],"category_scores_gemma":[0.0007783643,0.0005942127,0.0002129593,0.0001695217,0.0006548453,0.0003501273,0.0001069876,0.001491185,0.00007871351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000855969,"about_ca_system_score_gemma":0.0004289656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7883383,"about_ca_topic_score_gemma":0.8803573,"domain_scores_codex":[0.995488,0.0009472733,0.0007858458,0.0008450761,0.0002955717,0.001638176],"domain_scores_gemma":[0.9971835,0.0005810988,0.000348222,0.0006285999,0.0001193567,0.001139242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004559768,0.00008466894,0.02296198,0.003829011,0.0005406494,0.006470597,0.933287,0.0001052731,0.0009836637,0.006319605,0.003916544,0.02145536],"study_design_scores_gemma":[0.00369196,0.001493322,0.02393398,0.04622036,0.001521574,0.001176104,0.4778699,0.001804534,0.0001190525,0.0006679804,0.4368729,0.004628375],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7137859,0.2771073,0.000012167,0.00155093,0.0002373484,0.0007479127,0.0009097391,0.00007099686,0.00557762],"genre_scores_gemma":[0.9744361,0.01244858,0.00006238204,0.001900377,0.0009554813,0.00006739077,0.0007568696,0.0001692906,0.009203541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4554172,"threshold_uncertainty_score":0.9998534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0132185145734119,"score_gpt":0.2584739905095733,"score_spread":0.2452554759361614,"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."}}