{"id":"W4254272718","doi":"10.15273/pnsis.v47i2.4349","title":"INSTRUCTIONS TO AUTHORS","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000371117,0.00009995215,0.0001447809,0.0002729966,0.0004553,0.0001990365,0.0008982128,0.00002446039,0.0002356695],"category_scores_gemma":[0.001218155,0.00007362615,0.0000510047,0.0004584901,0.002602547,0.0009931213,0.0002183211,0.00008879243,0.0000483651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005112214,"about_ca_system_score_gemma":0.0001188343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002829023,"about_ca_topic_score_gemma":0.0002535429,"domain_scores_codex":[0.9987263,0.000001376885,0.0003300345,0.0002254042,0.00049694,0.0002199211],"domain_scores_gemma":[0.9981902,0.000009719821,0.0002625699,0.0001421589,0.001310194,0.00008513264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002441723,0.00003426697,0.0009296849,0.00005225341,0.000007768455,2.588491e-8,0.0226023,0.00001996067,0.0233074,0.9502034,0.001771816,0.001068689],"study_design_scores_gemma":[0.0009000074,0.000379991,0.06196503,0.001545504,0.0001697335,0.00003343653,0.03960124,0.001910786,0.2867768,0.5480129,0.0575674,0.001137135],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9307263,0.000002481343,0.00004653734,0.01095689,0.02092171,0.0003679516,0.000006585001,0.00003381481,0.03693777],"genre_scores_gemma":[0.9915137,5.503545e-7,0.005914142,0.0001003828,0.0003010859,0.000006942945,1.713898e-7,0.000006821784,0.002156155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4021905,"threshold_uncertainty_score":0.9589194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03550176536610825,"score_gpt":0.2501776366712837,"score_spread":0.2146758713051755,"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."}}