{"id":"W4379798790","doi":"10.38140/pie.v41i1.6176","title":"Perceptions of pre-service teachers on breakout room micro-teaching with Zoom","year":2023,"lang":"en","type":"article","venue":"Perspectives in Education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burman University","funders":"","keywords":"Microteaching; Breakout; Zoom; Mathematics education; Psychology; Teacher education; Medical education; Pedagogy; Engineering; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004935219,0.00007062154,0.00009030023,0.0002334481,0.0002480513,0.00002810332,0.0001335048,0.000052612,0.00008923849],"category_scores_gemma":[0.0002215261,0.00006772651,0.00002674263,0.0006100475,0.00006669591,0.0001887476,0.00001385519,0.0002632114,0.00004302302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002823163,"about_ca_system_score_gemma":0.00061097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00439724,"about_ca_topic_score_gemma":0.005297943,"domain_scores_codex":[0.9990941,0.0002287522,0.0001068138,0.0002060028,0.000191639,0.000172674],"domain_scores_gemma":[0.9995574,0.0001162224,0.00006807519,0.0001253596,0.00009210761,0.00004082706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002668648,0.0005492515,0.06824677,0.00001335368,0.00001379688,3.223046e-7,0.8576013,0.0005762654,0.001248897,0.01169446,0.0004020411,0.05962678],"study_design_scores_gemma":[0.00009800537,0.00004779358,0.239976,0.00007762192,0.000008516001,3.545783e-7,0.7501847,0.00004754986,0.00002756953,0.0005626761,0.008885229,0.00008398374],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619799,0.00004580346,0.00002642631,0.006303777,0.0001310844,0.0001620706,0.000002039879,0.0000724014,0.03127644],"genre_scores_gemma":[0.9944065,0.00005839711,0.002226792,0.00004672544,0.000311366,0.00002375492,0.00001343821,0.0000112676,0.002901728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1717292,"threshold_uncertainty_score":0.6647341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631344768453242,"score_gpt":0.368825463925149,"score_spread":0.3525120162406166,"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."}}