{"id":"W4366390680","doi":"10.1108/ijmce-07-2022-0051","title":"Facilitating professional learning for technology coaches through cross-district collaboration","year":2023,"lang":"en","type":"article","venue":"International Journal of Mentoring and Coaching in Education","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Facilitator; Coaching; Originality; Professional development; Psychology; Facilitation; Pedagogy; Value (mathematics); Educational technology; Medical education; Mathematics education; Qualitative research; Sociology; Medicine; Computer science","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":[0.0004916363,0.00009399158,0.0001131426,0.0004037857,0.00007466401,0.00008777364,0.0001408017,0.000064616,0.000001780274],"category_scores_gemma":[0.0005124175,0.0001007849,0.00002851361,0.0002735529,0.00001919958,0.0003762032,0.00002777724,0.0002785153,0.000001704442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002882815,"about_ca_system_score_gemma":0.00006286999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006304415,"about_ca_topic_score_gemma":0.000001056498,"domain_scores_codex":[0.9991533,0.00002448541,0.0003585901,0.00009647894,0.0002268154,0.0001403616],"domain_scores_gemma":[0.9994231,0.0002172863,0.0001204308,0.00004039067,0.000170734,0.00002808184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000448193,0.00008088435,0.0736016,0.0001208207,0.00009945718,0.000005918021,0.01335952,0.8117699,0.04152702,0.00224095,0.0002391397,0.05690994],"study_design_scores_gemma":[0.004989231,0.0005865067,0.04937287,0.003525006,0.00006016335,0.0003150835,0.2029558,0.5803573,0.04695119,0.007602328,0.1019937,0.00129092],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895595,0.0006666976,0.005051679,0.0002251912,0.00403604,0.00009388527,0.000002468372,0.0001085401,0.0002559941],"genre_scores_gemma":[0.9939703,0.0001359636,0.005299558,0.000006715067,0.0002951677,0.00003841912,0.0000226012,0.00001903365,0.0002122313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2314126,"threshold_uncertainty_score":0.4109887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117220183500922,"score_gpt":0.3383321388966882,"score_spread":0.326610120546596,"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."}}