{"id":"W3020557584","doi":"","title":"Carleton University Research and International Review 2019","year":2019,"lang":"en","type":"article","venue":"Carleton University's Institutional Repository (MacOdrum Library, Carleton University)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Parks Canada","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006272112,0.0003397718,0.0004565442,0.0007615077,0.002944872,0.0002177875,0.002000069,0.0003951848,0.0006988525],"category_scores_gemma":[0.00009231406,0.0004330506,0.0002856616,0.002539841,0.002417404,0.004083565,0.0009604596,0.0007333052,0.0001370239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001792506,"about_ca_system_score_gemma":0.002891341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01055066,"about_ca_topic_score_gemma":0.0007502842,"domain_scores_codex":[0.9955839,0.0007764861,0.0002544641,0.001102784,0.001451741,0.0008306617],"domain_scores_gemma":[0.9976948,0.0003342427,0.0002875089,0.0004899571,0.0005241673,0.0006692554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004736486,0.0002182023,0.06401993,0.0002140733,0.0002238453,0.001958474,0.002039707,0.0001217439,0.0007571214,0.816311,0.1114167,0.00224556],"study_design_scores_gemma":[0.0009433417,0.0001071069,0.007640559,0.0004701176,0.00007109415,0.00002290421,0.01126582,0.00003103303,0.00009181782,0.0001766907,0.9786806,0.0004988955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2703395,0.001701496,0.00006520597,0.007562096,0.002359027,0.000762771,0.0001618871,0.0002632045,0.7167848],"genre_scores_gemma":[0.5104186,0.0166001,0.0001722453,0.0004560331,0.000521945,2.653461e-7,0.00006672296,0.00002382051,0.4717403],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8672639,"threshold_uncertainty_score":0.9998121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0266591445841718,"score_gpt":0.2695242359843793,"score_spread":0.2428650914002075,"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."}}