{"id":"W2284393605","doi":"","title":"Digital Naifs: Researchers' Experiences Scaffolding Student Productions","year":2010,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"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":[0.009784869,0.001133774,0.0007089999,0.003135928,0.008387629,0.0127741,0.002503216,0.002358495,0.01235144],"category_scores_gemma":[0.04270574,0.0005930145,0.0007011159,0.002404457,0.005256597,0.00666386,0.0124699,0.002847116,0.002882543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001876173,"about_ca_system_score_gemma":0.002271518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001305806,"about_ca_topic_score_gemma":0.003593355,"domain_scores_codex":[0.9908533,0.005849173,0.0003258296,0.0009102986,0.001335636,0.0007258357],"domain_scores_gemma":[0.9594883,0.02611844,0.001724395,0.005884782,0.002688515,0.004095518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001942637,0.0002766943,0.005842782,0.0002374498,0.00001784795,0.0005329045,0.9282299,0.0001232259,0.005718966,0.004562686,0.005542451,0.04872089],"study_design_scores_gemma":[0.0000811224,0.0007189236,0.00708345,0.0003303406,0.00008228124,0.001017892,0.7254028,0.0009606986,0.0107872,0.004861369,0.248559,0.0001148173],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8843634,0.001044866,0.01671124,0.00471393,0.0006708861,0.0002251357,0.0003847062,0.001818054,0.09006785],"genre_scores_gemma":[0.9661801,0.0004269239,0.006738276,0.0003781175,0.0001449483,0.0001464192,0.0002458417,0.0007646269,0.02497475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0127741,"threshold_uncertainty_score":0.05174792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023543881452156,"score_gpt":0.4203803300756184,"score_spread":0.3180259419304028,"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."}}