{"id":"W2910763679","doi":"10.25316/ir-1071","title":"Struggling readers in Saskatoon French immersion schools: a mixed methods study examining strategies for support","year":2018,"lang":"en","type":"dissertation","venue":"VIURRSpace (Vancouver Island University)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vancouver Island University","keywords":"French immersion; Psychology; Mathematics education","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005469946,0.000679452,0.0008836111,0.001722027,0.00527744,0.003903763,0.001237177,0.001156106,0.002435939],"category_scores_gemma":[0.008075693,0.0008348137,0.000522608,0.001695792,0.001893513,0.001629706,0.002170964,0.001570559,0.0003199967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006979777,"about_ca_system_score_gemma":0.01071711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09151637,"about_ca_topic_score_gemma":0.2944771,"domain_scores_codex":[0.995836,0.002270577,0.0002169702,0.0004216994,0.0003292091,0.0009255211],"domain_scores_gemma":[0.9951292,0.002344585,0.0008131376,0.0002077216,0.0007466383,0.000758743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002480016,0.002272218,0.1851346,0.000319251,0.00007767913,0.0014859,0.7702996,0.00007294892,0.001665348,0.0004559147,0.0007157471,0.0372528],"study_design_scores_gemma":[0.00003664161,0.001042455,0.09157763,0.0002010232,0.00004640971,0.000150905,0.9028604,0.0001207739,0.0003979046,0.00012565,0.003403434,0.00003675093],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990612,0.0000767696,0.00007007411,0.0001000332,0.000003979711,0.00009040012,0.0000353045,0.000002260857,0.0005600364],"genre_scores_gemma":[0.9959187,0.0004001661,0.001009813,0.0003932939,0.000005605999,0.0003919396,0.00007938769,0.000005892644,0.001795272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9084836,"threshold_uncertainty_score":0.1819674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04336701363730201,"score_gpt":0.3608724397194891,"score_spread":0.3175054260821871,"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."}}