{"id":"W3162051624","doi":"10.5539/jel.v10n3p149","title":"Examination of Preservice Teachers’ Views on Peer Learning","year":2021,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Data collection; Teacher education; Teaching method; Qualitative research; Qualitative property; Academic year; Pedagogy; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01108992,0.0002050683,0.0004434376,0.001462215,0.002765141,0.002991841,0.0008368842,0.0009392318,0.002153842],"category_scores_gemma":[0.04253671,0.000270506,0.0003360327,0.0006513356,0.002242092,0.002137937,0.00330142,0.001798055,0.0003344561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001668997,"about_ca_system_score_gemma":0.003161157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002746563,"about_ca_topic_score_gemma":0.003976765,"domain_scores_codex":[0.9876539,0.006292511,0.0005929908,0.0005850394,0.00367994,0.001195584],"domain_scores_gemma":[0.9593669,0.01659735,0.006149698,0.001634747,0.01080138,0.005449999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009585634,0.0004327246,0.1479226,0.0003911026,0.00004379818,0.001525611,0.7785735,0.000095223,0.003425369,0.001418802,0.002775354,0.06329992],"study_design_scores_gemma":[0.00001118272,0.0003724232,0.05915304,0.0002591895,0.00002595138,0.0007272087,0.9208871,0.0001106733,0.0008183624,0.0003089447,0.01729053,0.00003538443],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892927,0.0007873459,0.0005699387,0.001257413,0.00006635358,0.00004787566,0.00001564701,0.00001289941,0.007949693],"genre_scores_gemma":[0.997419,0.0004562683,0.0002078193,0.0002886529,0.00003490414,0.00002737208,0.00001667178,0.000007425116,0.001541804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01108992,"threshold_uncertainty_score":0.05864984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02722447246092177,"score_gpt":0.3265338157940497,"score_spread":0.299309343333128,"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."}}