{"id":"W4200412042","doi":"10.37119/ojs2021.v27i1.527","title":"A Review of French Immersion Ideologies in Canada by Sylvie Roy","year":2021,"lang":"en","type":"review","venue":"in education","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Ideology; Psychology; Political science; Law; Politics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001620872,0.0001388603,0.0008753805,0.0001269389,0.00001927392,0.00001948833,0.0001427167,0.00003940797,0.001459849],"category_scores_gemma":[0.0002218352,0.0001136103,0.0001262124,0.0001198952,0.00002648346,0.00002683987,0.0000272277,0.0001297745,0.000006825009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003902276,"about_ca_system_score_gemma":0.00500431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9188449,"about_ca_topic_score_gemma":0.8882237,"domain_scores_codex":[0.9989126,0.0000959651,0.0005862135,0.0001774467,0.0001191686,0.0001085526],"domain_scores_gemma":[0.9992316,0.00009830851,0.0003092194,0.0002118666,0.0001277693,0.00002125491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[9.596008e-8,0.0001112816,0.00005004929,0.05894936,0.00003659743,0.000002414449,0.0003761439,2.63454e-7,7.764846e-9,0.005235889,0.2465121,0.6887258],"study_design_scores_gemma":[0.00001271879,0.000002652343,0.000001660071,0.0956472,0.0002050944,3.625142e-7,0.001159694,6.14568e-7,7.424757e-8,0.00007005566,0.9027966,0.000103328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008002814,0.9837911,1.049782e-7,0.0001199679,0.0007994544,0.0001681026,0.00005245526,0.000001527529,0.0150593],"genre_scores_gemma":[0.00008385654,0.9975132,0.000007423012,0.00020119,0.0002409869,0.00004873105,0.0008089665,0.000008926982,0.001086663],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6886224,"threshold_uncertainty_score":0.9994529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05341321396103966,"score_gpt":0.3426317925950966,"score_spread":0.289218578634057,"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."}}