{"id":"W2505157791","doi":"10.4018/978-1-61520-897-5.ch013","title":"Collaborative Learning in Pre-service/In-service Communities of Practice","year":2010,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Service-learning; Service (business); Reflection (computer programming); Mathematics education; Teacher education; Pedagogy; Teacher preparation; Psychology; Sociology; Medical education; Computer science; Medicine; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005835477,0.0005758415,0.0004758242,0.001486001,0.003919592,0.008980577,0.003054297,0.002873968,0.0175948],"category_scores_gemma":[0.006667305,0.0003759438,0.0004667371,0.0016786,0.007183929,0.008600654,0.009412479,0.002605155,0.003484085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002134417,"about_ca_system_score_gemma":0.004323924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008989276,"about_ca_topic_score_gemma":0.002307489,"domain_scores_codex":[0.9938187,0.004361814,0.0001289985,0.0005816695,0.0007190216,0.0003897489],"domain_scores_gemma":[0.9925822,0.00487212,0.0002499652,0.0008001489,0.0002700677,0.001225511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006910613,0.001076995,0.001599645,0.001354001,0.00003283557,0.0009781788,0.1435357,0.001829008,0.001496163,0.3453418,0.02781257,0.4748739],"study_design_scores_gemma":[0.0001241552,0.0003214886,0.002128466,0.001728147,0.00001845227,0.001457958,0.06955474,0.004290353,0.0008508592,0.2999879,0.619482,0.00005551474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1115828,0.01049171,0.2065124,0.0111349,0.001211125,0.001322715,0.00008363131,0.00107505,0.6565857],"genre_scores_gemma":[0.6109412,0.006460971,0.2318447,0.001569249,0.0004759287,0.001777615,0.0001725542,0.0002847823,0.1464729],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0175948,"threshold_uncertainty_score":0.05886054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03591610944965502,"score_gpt":0.3684109453037959,"score_spread":0.3324948358541409,"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."}}