{"id":"W2801829489","doi":"10.1007/s10758-018-9363-2","title":"Online Project-Based Learning and Formative Assessment","year":2018,"lang":"en","type":"article","venue":"Technology Knowledge and Learning","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Formative assessment; Context (archaeology); Psychology; Mathematics education; Computer science; Knowledge management; Medical education; Pedagogy; Medicine","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":[0.01611042,0.000813969,0.0009338857,0.00307953,0.000926005,0.003538572,0.00134975,0.0009154694,0.01173155],"category_scores_gemma":[0.07808691,0.0003122846,0.0006166993,0.002602785,0.000506368,0.003826509,0.004126466,0.001151992,0.003224318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007762715,"about_ca_system_score_gemma":0.001948591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007310908,"about_ca_topic_score_gemma":0.001123311,"domain_scores_codex":[0.9797004,0.01278515,0.0009373401,0.001068175,0.005011711,0.000497256],"domain_scores_gemma":[0.912913,0.06102732,0.004268568,0.007093342,0.01073433,0.003963443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007511416,0.005503359,0.0352199,0.0004521741,0.00008338233,0.00008335894,0.003122528,0.002129646,0.002466047,0.002939694,0.004392373,0.9428564],"study_design_scores_gemma":[0.001634129,0.02470919,0.5696377,0.002218322,0.000731412,0.002751017,0.01992868,0.1092294,0.05525615,0.09913652,0.1142279,0.0005396834],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6325817,0.001023366,0.2557358,0.0008709847,0.0004385053,0.003651279,0.001128966,0.002037107,0.1025322],"genre_scores_gemma":[0.8616805,0.0006459787,0.1135983,0.0001575803,0.0001547318,0.002833545,0.0007618217,0.0001341822,0.02003338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01611042,"threshold_uncertainty_score":0.08520108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02415889938500342,"score_gpt":0.3958033213554171,"score_spread":0.3716444219704137,"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."}}