{"id":"W2018282536","doi":"10.3138/cjccj.47.2.389","title":"Recent Developments in Crime Prevention and Safety Policies in Finland","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Criminology and Criminal Justice/La Revue canadienne de criminologie et de justice pénale","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crime prevention; Situational ethics; Political science; Government (linguistics); Intervention (counseling); Criminology; Criminal justice; Cultural criminology; Public relations; Public administration; Sociology; Law; Psychology","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00501032,0.000244328,0.0004737489,0.0009872551,0.0006121296,0.0001622595,0.0006201622,0.0004619879,0.0001453665],"category_scores_gemma":[0.008372654,0.0002646538,0.00005719895,0.0003042492,0.001582172,0.0005793674,0.00006606665,0.001003229,0.00000512671],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002255803,"about_ca_system_score_gemma":0.008125042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05304269,"about_ca_topic_score_gemma":0.6970258,"domain_scores_codex":[0.9957299,0.001179839,0.0007238628,0.0003693604,0.000185748,0.001811273],"domain_scores_gemma":[0.9966341,0.001194477,0.0002924676,0.0001504503,0.0003144024,0.001414091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003724814,0.0001434253,0.05049501,0.0007679759,0.00006324099,0.002891301,0.3458775,0.0004238464,0.0002032412,0.2169582,0.0008945336,0.3809092],"study_design_scores_gemma":[0.001184058,0.0003679565,0.5840595,0.0004176802,0.0007534706,0.001044331,0.3309137,0.00008688024,0.00005859753,0.007837673,0.072791,0.0004852203],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661599,0.003441484,0.00009917807,0.01065586,0.0002989009,0.0002284571,0.00000843984,0.000009394833,0.01909834],"genre_scores_gemma":[0.9821679,0.01314241,0.002862971,0.001102242,0.0002987828,0.00001389088,0.00000227843,0.00001567326,0.0003938424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6439831,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1454421093754264,"score_gpt":0.3861833764046057,"score_spread":0.2407412670291793,"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."}}