{"id":"W1996875175","doi":"10.1023/b:jost.0000006299.07433.eb","title":"Community Building Through Electronic Discussion Boards: Pre-Service Teachers' Reflective Dialogues on Science Teaching","year":2003,"lang":"en","type":"article","venue":"Journal of Science Education and Technology","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Discussion board; Science education; Service (business); Reflective practice; Mathematics education; The Internet; Pedagogy; Sociology; Computer science; Psychology; Multimedia; World Wide Web; 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":[0.01942426,0.0006836756,0.000543255,0.00139957,0.01165358,0.008521168,0.002200053,0.00342004,0.007825835],"category_scores_gemma":[0.07113442,0.000934022,0.0004348212,0.0007885357,0.005676584,0.007159866,0.01023392,0.006019286,0.001267378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002138871,"about_ca_system_score_gemma":0.004667665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166233,"about_ca_topic_score_gemma":0.002752951,"domain_scores_codex":[0.979683,0.0169327,0.0003088248,0.0007781578,0.0009909985,0.001306483],"domain_scores_gemma":[0.9131631,0.06902836,0.003050382,0.003848593,0.002655687,0.008253773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002920725,0.001047597,0.003888533,0.0001565893,0.00001364984,0.0006795172,0.9243194,0.0001427186,0.002314015,0.003625762,0.003381072,0.06013907],"study_design_scores_gemma":[0.0002586745,0.0008156171,0.009687707,0.0004041569,0.00006589361,0.0007113668,0.8893948,0.001134307,0.003586475,0.008929552,0.08492041,0.00009112505],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9168095,0.0004436088,0.01699234,0.009446369,0.0007664719,0.0007753072,0.00004535178,0.0005232193,0.0541979],"genre_scores_gemma":[0.9845814,0.0001544008,0.005640803,0.0005672592,0.00007911558,0.0002866865,0.00002237554,0.0001263803,0.008541599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01942426,"threshold_uncertainty_score":0.1027265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03184972470596605,"score_gpt":0.4288833325885814,"score_spread":0.3970336078826153,"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."}}