{"id":"W2597350751","doi":"10.15273/pnsis.v46i2.4064","title":"REPORT OF THE PRESIDENT, 2010 TO 2011","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Management; Library science; Economics; Computer science","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":[0.002965491,0.0008286313,0.0006063782,0.002132678,0.002552369,0.005016895,0.0008821402,0.00305301,0.03087604],"category_scores_gemma":[0.006755373,0.000494636,0.0004643376,0.002734264,0.0003541783,0.001457463,0.001426578,0.003594689,0.01976852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008958972,"about_ca_system_score_gemma":0.03714613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3011498,"about_ca_topic_score_gemma":0.4465006,"domain_scores_codex":[0.9976987,0.0001044099,0.0001029048,0.0001337565,0.001328599,0.0006316124],"domain_scores_gemma":[0.9927004,0.0002452607,0.0003391654,0.0001959131,0.005281954,0.001237343],"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":[0.0000818901,0.00001743541,0.0009407428,0.0001002347,0.000005728286,0.00004684277,0.00006039902,0.00003850849,0.0001465679,0.0005754113,0.9909026,0.007083558],"study_design_scores_gemma":[0.00002111177,0.00002432334,0.01915085,0.0001280074,0.00001672182,0.00002479541,0.0003146822,0.000052872,0.0003092634,0.0000750352,0.9798642,0.00001813631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03050094,0.02827677,0.0008934599,0.2149796,0.1202698,0.001605862,0.158199,0.0008105439,0.4444642],"genre_scores_gemma":[0.02068247,0.01086099,0.0005962553,0.01281549,0.004065796,0.0003973392,0.01969326,0.0001325936,0.9307557],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3011498,"threshold_uncertainty_score":0.5987937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.192671230737233,"score_gpt":0.3838571801219073,"score_spread":0.1911859493846743,"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."}}