{"id":"W2004756518","doi":"10.4018/ijopcd.2012070102","title":"Moving to a New Land","year":2012,"lang":"en","type":"article","venue":"International Journal of Online Pedagogy and Course Design","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Situated; Curriculum; Salient; Transition (genetics); Pedagogy; Mathematics education; Reflection (computer programming); Perception; Psychology; Situated cognition; Computer science","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":[0.00239535,0.0002425481,0.0005233151,0.0007408896,0.007087987,0.01078769,0.001691215,0.002620211,0.02423576],"category_scores_gemma":[0.004395134,0.0003070816,0.0007887438,0.0006869003,0.01118185,0.01812174,0.01257882,0.004306917,0.005422022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00336425,"about_ca_system_score_gemma":0.004647139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006144113,"about_ca_topic_score_gemma":0.01707545,"domain_scores_codex":[0.997238,0.0007562051,0.0001111564,0.0004459241,0.0006284671,0.0008201123],"domain_scores_gemma":[0.9969026,0.0004420497,0.0001681571,0.0004653295,0.0004842918,0.001537558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000153153,0.0004229792,0.02008527,0.000362901,0.0000447202,0.004248456,0.1857664,0.0006152005,0.008754831,0.5646462,0.04613934,0.1687605],"study_design_scores_gemma":[0.00001369549,0.0002081826,0.004753781,0.0002373825,0.00001238872,0.000861527,0.1269637,0.0006366252,0.000816923,0.05131913,0.814133,0.00004367279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.47641,0.002390207,0.03621639,0.0810872,0.002824297,0.0002061275,0.0001892223,0.000828788,0.3998478],"genre_scores_gemma":[0.8569597,0.0009949483,0.0200131,0.006108006,0.0002134108,0.0001017863,0.0001197762,0.0005146221,0.1149746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02423576,"threshold_uncertainty_score":0.08107668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030262672228443,"score_gpt":0.4876214040926015,"score_spread":0.3845951368697573,"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."}}