{"id":"W2783284440","doi":"","title":"Towards an Irish Recorded Crime Index","year":2017,"lang":"en","type":"article","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Crime, Illicit Activities, and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Index (typography); Geography; Criminology; History; Economics; Political science; Economic history; Sociology; Computer science; Philosophy; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0006625986,0.0002443535,0.0004585763,0.000351028,0.001512309,0.0002119279,0.002335742,0.0006447413,0.0001709031],"category_scores_gemma":[0.002118255,0.0002586605,0.000133402,0.0003833015,0.003160398,0.002166959,0.0002907564,0.0004815095,0.00004905123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001691855,"about_ca_system_score_gemma":0.0006431708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02389549,"about_ca_topic_score_gemma":0.01568559,"domain_scores_codex":[0.997887,0.00003972591,0.0004134311,0.0005312107,0.0005341741,0.0005944934],"domain_scores_gemma":[0.9973925,0.00002501791,0.0006647549,0.001474331,0.0002925958,0.0001508253],"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":[0.0001785425,0.0008326963,0.04100448,0.00008690641,0.0001879171,0.0001218422,0.004009532,0.00002327447,0.004611428,0.5816968,0.06463058,0.302616],"study_design_scores_gemma":[0.0008058418,0.000164422,0.01809176,0.00009456099,0.00003455655,0.000005865293,0.001908441,0.00005394024,0.008093316,0.02455812,0.9457254,0.0004638012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8174419,0.000214449,0.0003140856,0.00746783,0.00314162,0.0003191501,0.00004287913,0.0004573352,0.1706007],"genre_scores_gemma":[0.9936277,0.0004226943,0.002288749,0.0001404732,0.000508552,0.00003560546,0.000006613589,0.00002418438,0.002945477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8810948,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04500671062333714,"score_gpt":0.3403603579522717,"score_spread":0.2953536473289345,"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."}}