{"id":"W4389071182","doi":"10.55016/ojs/ajer.v69i1.75743","title":"Evaluating Online Environments for Elementary Teachers’ Literacy-Oriented Professional Learning","year":2023,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; Literacy; Professional development; Ligne; Library science; Pedagogy; Mathematics education; Humanities; Computer science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004864339,0.000217759,0.0003188407,0.001296974,0.000657653,0.002395016,0.0002686605,0.0003600514,0.002380767],"category_scores_gemma":[0.02197605,0.000187271,0.0003100265,0.0007126454,0.0004692406,0.001243099,0.001380313,0.0004139318,0.0004654916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005780564,"about_ca_system_score_gemma":0.0009950125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027401,"about_ca_topic_score_gemma":0.003839108,"domain_scores_codex":[0.9970181,0.001430859,0.0003345248,0.0001814705,0.0008140439,0.0002209375],"domain_scores_gemma":[0.9765828,0.01358888,0.0029347,0.0009087434,0.004665336,0.001319635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009201733,0.002422287,0.5183825,0.001593207,0.00008632826,0.0004935312,0.07737612,0.000986394,0.01619046,0.0009828866,0.001767191,0.378799],"study_design_scores_gemma":[0.00008056363,0.0041304,0.8934378,0.0007297007,0.0001178214,0.0002909398,0.07080438,0.001950385,0.01583759,0.0006684832,0.01184875,0.0001031308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955333,0.00008542942,0.001546786,0.00004071206,0.000007351834,0.0002013212,0.00007038346,0.00003559856,0.002479086],"genre_scores_gemma":[0.9892624,0.0002146236,0.008359451,0.00002753416,0.00000733309,0.0003782387,0.0001377965,0.00001676803,0.001595872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004864339,"threshold_uncertainty_score":0.02572536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1570101461857699,"score_gpt":0.5558486097338022,"score_spread":0.3988384635480323,"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."}}