{"id":"W4401718488","doi":"10.21432/cjlt28658","title":"If You Choose Not to Decide: A Survey of Online Field Experiences for Canadian Teacher Preparation Programs","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Distance education; Certificate; Teacher education; Worry; Professional development; Higher education; Psychology; Pedagogy; Public relations; Medical education; Mathematics education; Sociology; Political science; Computer science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003758753,0.0002883685,0.0003834926,0.003102387,0.006761387,0.003046531,0.001879721,0.0007365039,0.004202144],"category_scores_gemma":[0.01192338,0.0005331117,0.0004074224,0.004791114,0.001767163,0.001356145,0.002854986,0.001854273,0.000539312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03081174,"about_ca_system_score_gemma":0.06048139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9457135,"about_ca_topic_score_gemma":0.9755303,"domain_scores_codex":[0.9962632,0.00045134,0.0002250043,0.0002731387,0.00162162,0.001165688],"domain_scores_gemma":[0.9870721,0.001462378,0.001982057,0.0002358898,0.004241036,0.005006668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002999479,0.0007448626,0.7142888,0.0007918683,0.00004461786,0.0007106328,0.1725382,0.000121619,0.0008287924,0.0008789814,0.02431942,0.08443227],"study_design_scores_gemma":[0.00001290838,0.0001529602,0.7554486,0.0003502328,0.0000133545,0.0001319364,0.2184949,0.0001626711,0.0001601687,0.00005316745,0.02495695,0.00006214061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883438,0.0006345495,0.0001252833,0.001872482,0.0000464214,0.00035064,0.001783337,0.00001933652,0.006824093],"genre_scores_gemma":[0.9920299,0.001506785,0.0004451454,0.0008675653,0.00001547792,0.0002299545,0.001070217,0.00002619203,0.003808824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05428654,"threshold_uncertainty_score":0.2235559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02776171104802167,"score_gpt":0.3561174551450862,"score_spread":0.3283557440970646,"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."}}