{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001043923,0.00007360893,0.0001746534,0.000754466,0.0003139654,0.00008650107,0.000174223,0.0001959944,0.00007117685],"category_scores_gemma":[0.002282825,0.0000689732,0.00003615175,0.0006517035,0.0001459842,0.0001015672,0.000007132606,0.0003875219,0.000001583123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009921227,"about_ca_system_score_gemma":0.004219009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2314361,"about_ca_topic_score_gemma":0.9359536,"domain_scores_codex":[0.9990881,0.0001024758,0.0002452523,0.0001388544,0.0001004702,0.0003248517],"domain_scores_gemma":[0.9990422,0.0001361046,0.00009166007,0.00005561502,0.0002717944,0.0004026654],"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":[0.00002509643,0.00001375256,0.1884039,0.00001988327,0.00004765888,0.00005211646,0.02066055,0.00003612956,0.00005065966,0.001697266,0.001235564,0.7877575],"study_design_scores_gemma":[0.0001611692,0.001081143,0.002694477,0.0001998735,0.00002536503,0.0000308596,0.09710818,0.0003029236,0.000171708,0.0002974974,0.897762,0.0001648084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861831,0.0007895319,0.0002012079,0.01208007,0.0002646773,0.000138644,0.000006730597,0.00002342453,0.0003125827],"genre_scores_gemma":[0.9971585,0.00003497054,0.001541672,0.00002818531,0.0001546634,0.00000703009,0.000006147998,0.000008964268,0.001059907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8965265,"threshold_uncertainty_score":0.7736818,"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."}}