{"id":"W4230302535","doi":"10.7202/013122ar","title":"Introduction","year":2006,"lang":"en","type":"article","venue":"Criminologie","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":false,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001217228,0.00059773,0.0002892105,0.001231067,0.001737322,0.003592956,0.001427639,0.001933555,0.4286942],"category_scores_gemma":[0.003512972,0.0001633004,0.0004582043,0.0008715927,0.000962064,0.001861307,0.002261317,0.001744184,0.2159626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00132636,"about_ca_system_score_gemma":0.002695663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002825386,"about_ca_topic_score_gemma":0.003793744,"domain_scores_codex":[0.9989774,0.0001641244,0.00003204105,0.0002428604,0.0004129511,0.00017053],"domain_scores_gemma":[0.9985018,0.0002407597,0.0000739909,0.0001962722,0.0006605804,0.0003265647],"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":[0.00007786733,0.00009729296,0.001431854,0.0003234071,0.000005491768,0.0002779608,0.0007822083,0.00009399206,0.0006988832,0.1146466,0.5927384,0.288826],"study_design_scores_gemma":[0.000003398566,0.00001457371,0.0005995949,0.0001095382,0.000002120067,0.0001462175,0.0002074916,0.00002354381,0.0001716238,0.004462591,0.9942549,0.000004323667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002872439,0.002396458,0.005412144,0.01415008,0.006116677,0.0001841362,0.002219521,0.0006510898,0.9659976],"genre_scores_gemma":[0.02433353,0.002908171,0.004027253,0.009595454,0.002358512,0.0002128155,0.00230105,0.0002977577,0.9539655],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4286942,"threshold_uncertainty_score":0.8148984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3093263600179092,"score_gpt":0.352549555579715,"score_spread":0.04322319556180582,"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."}}