{"id":"W261541122","doi":"10.15273/pnsis.v43i1.3629","title":"THE NOVA SCOTIAN INSTITUTE OF SCIENCE: STUDENT SCIENCE AWARDS 2004","year":2005,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova (rocket); Engineering; 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":[0.00490122,0.0007266904,0.001258951,0.00286609,0.00527528,0.007676946,0.001504767,0.005420896,0.04414428],"category_scores_gemma":[0.01680161,0.00078017,0.0005970314,0.00344602,0.001157806,0.001009446,0.004224698,0.003986397,0.01127001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03694813,"about_ca_system_score_gemma":0.138005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7634165,"about_ca_topic_score_gemma":0.9101952,"domain_scores_codex":[0.993694,0.0003835986,0.0002958121,0.0002724902,0.003204529,0.00214961],"domain_scores_gemma":[0.9615111,0.001617539,0.0008971186,0.0009314668,0.01714286,0.01789984],"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":[0.0007458254,0.00009863235,0.01023015,0.0001076231,0.00003891122,0.0005781354,0.0003232117,0.0004679899,0.0008926489,0.00808235,0.9524214,0.02601299],"study_design_scores_gemma":[0.0001414363,0.00007533332,0.06548656,0.0001082658,0.00002527493,0.0001229569,0.0007571056,0.0009080173,0.0004141785,0.0007861176,0.9311213,0.00005346224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1032575,0.01131194,0.001425614,0.3002793,0.07339264,0.001255147,0.02656098,0.0007507789,0.4817661],"genre_scores_gemma":[0.10928,0.003221248,0.001210704,0.009484546,0.00168874,0.000168251,0.005192523,0.0001247289,0.8696293],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2365835,"threshold_uncertainty_score":0.4759535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07032908288955232,"score_gpt":0.4145261233181805,"score_spread":0.3441970404286281,"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."}}