{"id":"W3187480092","doi":"10.21432/cjlt27873","title":"Teachers Perceptions of Google Classroom: Revealing Urgency for Teacher Professional Learning","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mainstream; Educational technology; Pedagogy; Professional development; Professional learning community; Blended learning; Technology integration; Teaching method; Active learning (machine learning); Learning sciences; Psychology; Mathematics education; Sociology; Computer science; Political science","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":[0.003071844,0.0001481063,0.0003380117,0.0007936425,0.002129761,0.004789623,0.0004657954,0.0009685548,0.002697653],"category_scores_gemma":[0.0161661,0.0002738919,0.0002407955,0.0005077348,0.002304089,0.002913028,0.002499877,0.001342656,0.0004507324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271692,"about_ca_system_score_gemma":0.00218758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004573712,"about_ca_topic_score_gemma":0.007648766,"domain_scores_codex":[0.9965809,0.001421779,0.0002192215,0.0002835755,0.001124542,0.0003700318],"domain_scores_gemma":[0.9851858,0.008689607,0.002001572,0.0007458767,0.001801338,0.001575808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001548812,0.0002851681,0.1131461,0.0004433314,0.00002099216,0.001659939,0.8218812,0.0001252329,0.00456071,0.003184579,0.004434684,0.05010321],"study_design_scores_gemma":[0.00002342322,0.0002559244,0.05483715,0.0002393328,0.00002788418,0.001092413,0.9072639,0.0003799718,0.0009152567,0.0007720653,0.03414894,0.00004372971],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854354,0.0002860783,0.0008873604,0.00124274,0.00004423059,0.00003180813,0.00002562801,0.00003622614,0.01201052],"genre_scores_gemma":[0.9979534,0.0001719786,0.0002391332,0.0001614954,0.00001026786,0.00001362321,0.00001031088,0.0000136034,0.001426105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004789623,"threshold_uncertainty_score":0.01624566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752867679148588,"score_gpt":0.3354848762391263,"score_spread":0.3179561994476404,"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."}}