{"id":"W4254891964","doi":"10.15273/pnsis.v47i1.3383","title":"REPORTS FROM THE NSIS COUNCIL Nova Scotian Institute of Science","year":2012,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalhousie University","keywords":"Nova (rocket); Research council; Library science; Political science; Aeronautics; Engineering; Computer science; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"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":[0.002877668,0.0006658568,0.000658063,0.003111741,0.002114292,0.003664128,0.0009331462,0.001241293,0.09822141],"category_scores_gemma":[0.009004633,0.0006108062,0.0004346746,0.004854155,0.0006110045,0.0009741663,0.001587489,0.002653335,0.03362181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01290361,"about_ca_system_score_gemma":0.07051003,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8220314,"about_ca_topic_score_gemma":0.8599389,"domain_scores_codex":[0.9966365,0.0001750111,0.0001802408,0.000193613,0.002335485,0.0004790485],"domain_scores_gemma":[0.977734,0.001152299,0.0005750586,0.0007557644,0.01741274,0.002370036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009826669,0.00002931554,0.001445759,0.0001014543,0.000007443114,0.00004746409,0.00005771729,0.00008649861,0.0002486732,0.001072137,0.9870843,0.009720756],"study_design_scores_gemma":[0.00004081275,0.000023552,0.02252875,0.0001332565,0.00001330004,0.00002548357,0.0002196359,0.0001257397,0.0003668744,0.000223416,0.9762725,0.00002667636],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01012593,0.01257243,0.001039829,0.07183944,0.01715171,0.001556469,0.2622274,0.001293323,0.6221935],"genre_scores_gemma":[0.01155521,0.004645459,0.001173352,0.004078559,0.0005256415,0.0002699026,0.04398646,0.0002487076,0.9335168],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1779686,"threshold_uncertainty_score":0.3580334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05360385691912342,"score_gpt":0.269495848765902,"score_spread":0.2158919918467786,"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."}}