{"id":"W1509212255","doi":"10.22329/jtl.v8i1.2980","title":"Connecting for Greater Purpose: An Examination of a District PLC","year":2012,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Transformational leadership; Grounded theory; Professional development; Pedagogy; School district; Qualitative research; Key (lock); Service (business); Sociology; Professional learning community; Faculty development; Psychology; Mathematics education; Public relations; Computer science; Political science; Business; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01131621,0.00005180164,0.0001290112,0.00009271465,0.001279296,0.00005996156,0.0001123398,0.00004196505,0.00001491111],"category_scores_gemma":[0.001503173,0.00004523661,0.00004665304,0.00005255708,0.00002023508,0.0003714813,0.0000219084,0.0007835216,3.088407e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000351626,"about_ca_system_score_gemma":0.00001661059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003643013,"about_ca_topic_score_gemma":0.00002082528,"domain_scores_codex":[0.9973291,0.002096213,0.0001962535,0.0000419585,0.0001797346,0.000156712],"domain_scores_gemma":[0.9987532,0.0006804697,0.0003462664,0.00004725264,0.00008736086,0.00008547294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002348978,0.00008487456,0.0266229,0.00003719508,0.00003351261,5.278754e-7,0.3250586,0.0003630264,0.0005553022,0.00148714,0.00001557379,0.6457179],"study_design_scores_gemma":[0.001110553,0.001031761,0.1207594,0.0003242184,0.0001498754,0.00003046692,0.7057676,0.001208435,0.0002085327,0.0001120619,0.1690474,0.0002497965],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925281,0.0001979033,0.00397929,0.0002000204,0.0001275993,0.00004577619,2.184946e-7,0.00001516399,0.002905931],"genre_scores_gemma":[0.9962703,0.00001808869,0.003142057,0.0000205932,0.0003298116,8.371489e-7,0.000001307111,0.000007162921,0.0002098478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6454681,"threshold_uncertainty_score":0.9839442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05562552711337368,"score_gpt":0.3427339463028881,"score_spread":0.2871084191895144,"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."}}