{"id":"W2894728963","doi":"10.15273/pnsis.v44i1.3885","title":"NSIS The Nova Scotian Institute of Science Student Science Awards 2003","year":2007,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova (rocket); Political science; Environmental science; Library science; Engineering; Computer science; Aeronautics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002000332,0.0008084776,0.00123744,0.001685538,0.002902341,0.003282995,0.001775876,0.002502091,0.4346497],"category_scores_gemma":[0.006051149,0.0006436073,0.0007361181,0.001998552,0.0007290863,0.001365378,0.002797021,0.002402794,0.1965193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01220666,"about_ca_system_score_gemma":0.03023348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4242246,"about_ca_topic_score_gemma":0.6123011,"domain_scores_codex":[0.9981342,0.0001156606,0.0001072143,0.0001427239,0.0008191183,0.0006811069],"domain_scores_gemma":[0.987399,0.0004887701,0.0002403292,0.0007320723,0.005686742,0.005453015],"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":[0.00037803,0.00007420016,0.001149137,0.0001432976,0.00001429097,0.0002253842,0.00007599092,0.00009345689,0.0008535273,0.004044567,0.9592386,0.03370948],"study_design_scores_gemma":[0.00006960263,0.00007793862,0.0105351,0.0001511658,0.00001251423,0.0001438652,0.000194439,0.0001858784,0.0003397868,0.0004571396,0.9878136,0.00001894515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01167438,0.005358042,0.0008538818,0.04914526,0.02522436,0.0006418683,0.04958124,0.001044694,0.8564762],"genre_scores_gemma":[0.01148056,0.001212859,0.0004471442,0.001079502,0.0003246483,0.00006538252,0.007953306,0.0001297678,0.9773069],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5757754,"threshold_uncertainty_score":0.8435106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02756876724603552,"score_gpt":0.3226425200342075,"score_spread":0.295073752788172,"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."}}