{"id":"W3209366698","doi":"10.20360/langandlit29549","title":"Exploring Literacy Coach Research in Canada: A Review","year":2021,"lang":"en","type":"review","venue":"Language and Literacy","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Literacy; Coaching; Context (archaeology); Pedagogy; Qualitative research; Critical literacy; Confusion; Face (sociological concept); Information literacy; Family literacy; Sociology; Psychology; Public relations; Medical education; Political science; Social science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001698411,0.0001971288,0.0008371967,0.0002106344,0.0002072266,0.0002259139,0.0002714897,0.00006799708,0.0003229128],"category_scores_gemma":[0.0003677516,0.0001814299,0.00009681441,0.001300992,0.00005649253,0.0006537326,0.0001389487,0.0005916663,0.0000198808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271203,"about_ca_system_score_gemma":0.003692362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9355536,"about_ca_topic_score_gemma":0.7883824,"domain_scores_codex":[0.9964529,0.001516632,0.0005220047,0.0004245192,0.0005868307,0.0004971202],"domain_scores_gemma":[0.9985079,0.0007077099,0.000134894,0.0003500294,0.0001379047,0.0001616285],"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":[2.403368e-7,0.00003715505,0.00004000209,0.01790848,0.00001137223,0.0001822946,0.03024344,3.670172e-9,3.622046e-8,0.0003370215,0.001313777,0.9499262],"study_design_scores_gemma":[0.00002626008,0.000003245614,0.00001209365,0.1051591,0.00003805206,0.000004165289,0.006386992,1.811216e-7,1.239404e-7,0.000008922959,0.8882007,0.0001601734],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005030791,0.994763,1.65633e-7,0.000209242,0.0004337659,0.0006889703,0.00003591979,0.00001262296,0.003353217],"genre_scores_gemma":[0.0001316882,0.9969485,0.00006231257,0.0002742235,0.0004879067,0.0004681393,0.0004059017,0.00002156274,0.001199771],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.949766,"threshold_uncertainty_score":0.7398499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3889929245115236,"score_gpt":0.5115834579517088,"score_spread":0.1225905334401852,"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."}}