{"id":"W4408582044","doi":"10.5204/mcj.3136","title":"Generational Detectives","year":2025,"lang":"en","type":"article","venue":"M/C Journal","topic":"Crime and Detective Fiction Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000941301,0.00005717235,0.00007320227,0.0001156541,0.0008926992,0.0002185372,0.00004771445,0.00001233948,0.00196128],"category_scores_gemma":[0.0000260231,0.00004439625,0.00006452441,0.0000245851,0.00008137838,0.0001271272,0.00001867104,0.00013153,0.00008198414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003015169,"about_ca_system_score_gemma":0.00003456835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008547241,"about_ca_topic_score_gemma":0.0001002981,"domain_scores_codex":[0.9996052,0.00002375933,0.0001217632,0.00006694168,0.0000898978,0.00009246127],"domain_scores_gemma":[0.9996945,0.00003216343,0.00003299847,0.00004207061,0.0001780041,0.00002028051],"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":[0.00009578378,0.00009923138,0.00117402,0.000009468458,0.0003583709,0.00001168211,0.01623313,0.00003801177,0.001610513,0.719375,0.2151613,0.04583347],"study_design_scores_gemma":[0.0002273743,0.00004392745,0.002704578,0.000009953891,0.00001699769,0.00001359769,0.003120523,0.00002921836,0.0009499556,0.01427594,0.9785439,0.00006399396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1858092,0.002155745,0.00689976,0.001698678,0.003789071,0.00007433391,0.00001085542,0.00007558629,0.7994868],"genre_scores_gemma":[0.9614613,0.00003379095,0.00006698124,0.0004872944,0.001335142,0.000004722279,4.737263e-7,0.000003540535,0.03660675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7756522,"threshold_uncertainty_score":0.9989511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02549543257021783,"score_gpt":0.2594176951021784,"score_spread":0.2339222625319606,"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."}}