{"id":"W2894658923","doi":"10.15273/pnsis.v43i2.3643","title":"THE NOVA SCOTIAN INSTITUTE OF SCIENCE: STUDENT SCIENCE AWARDS 2004","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova (rocket); 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":[],"consensus_categories":[],"category_scores_codex":[0.003783112,0.0006985778,0.0008791483,0.00247526,0.003538507,0.005073356,0.001209274,0.002824102,0.04745229],"category_scores_gemma":[0.01134492,0.000457095,0.0003454452,0.003459259,0.0008494864,0.0008976339,0.003171062,0.002572191,0.01709761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02394566,"about_ca_system_score_gemma":0.08517529,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6767334,"about_ca_topic_score_gemma":0.8918171,"domain_scores_codex":[0.9960713,0.0002256892,0.0001941069,0.0001590981,0.002056552,0.00129312],"domain_scores_gemma":[0.9733403,0.0008441567,0.0005929079,0.0008258453,0.01170272,0.01269404],"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":[0.0005706644,0.00007598844,0.007092811,0.0001267762,0.00002484346,0.0004894866,0.0002632732,0.0002021988,0.00100863,0.005568037,0.9452336,0.03934376],"study_design_scores_gemma":[0.0001227673,0.00005526728,0.06589994,0.00008893571,0.00001417799,0.0000996273,0.0004001842,0.0004284482,0.0003695856,0.0004898822,0.9320002,0.00003094415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1049702,0.01606045,0.001942227,0.2281588,0.07642309,0.001814132,0.05008407,0.001527065,0.51902],"genre_scores_gemma":[0.1171538,0.003551285,0.001942856,0.005966365,0.001386445,0.000220651,0.009513449,0.0001672903,0.8600979],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3232666,"threshold_uncertainty_score":0.6503407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2375752291196438,"score_gpt":0.490375689148382,"score_spread":0.2528004600287382,"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."}}