{"id":"W69992069","doi":"10.1007/978-1-4020-9732-4_13","title":"SIA@SFU (Science in Action at Simon Fraser University)","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Outreach; Multidisciplinary approach; Mathematics education; Action (physics); Science education; Medical education; Psychology; Sociology; Physics; Medicine; Political science; Social 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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003270229,0.001122553,0.0007244587,0.001415096,0.001646196,0.005160145,0.0005436274,0.001550284,0.6194988],"category_scores_gemma":[0.0009734139,0.0003097181,0.0002522702,0.001775959,0.0007370505,0.003215977,0.001372782,0.001490228,0.4577299],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001846478,"about_ca_system_score_gemma":0.001246857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00516168,"about_ca_topic_score_gemma":0.01243349,"domain_scores_codex":[0.9997731,0.00001747044,0.000006964895,0.00006509313,0.00009389606,0.00004348375],"domain_scores_gemma":[0.9996457,0.00009762205,0.00002577384,0.00003126524,0.00006115175,0.0001384658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000297466,0.00002728941,0.0001575485,0.0001224741,0.000002990279,0.00008405088,0.000183159,0.0001987274,0.0005499566,0.07300244,0.6118222,0.3138194],"study_design_scores_gemma":[0.000002057903,0.000003912353,0.0001355652,0.0000373364,0.000001436832,0.00006152562,0.00004150886,0.00005600284,0.0002044436,0.005859311,0.9935926,0.00000429826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004494971,0.002796146,0.00126713,0.001935721,0.0007686067,0.00001013544,0.0008153648,0.001113237,0.9908442],"genre_scores_gemma":[0.003032451,0.001361533,0.0009503133,0.0001969529,0.00009823964,0.000009916563,0.0002364224,0.0002549579,0.9938592],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9983538,"threshold_uncertainty_score":0.5427388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035375794160557,"score_gpt":0.259305726769779,"score_spread":0.2389519688281734,"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."}}