{"id":"W2258493132","doi":"","title":"Introduction to the project","year":2009,"lang":"en","type":"article","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003010934,0.000110276,0.000190898,0.001235819,0.001939764,0.00005448683,0.001278093,0.0002524078,0.0007693367],"category_scores_gemma":[0.001078292,0.0001014096,0.00009588552,0.00388137,0.001048364,0.000361275,0.0002188316,0.0008414317,0.0002612388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002812435,"about_ca_system_score_gemma":0.0004539495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02338102,"about_ca_topic_score_gemma":0.009431385,"domain_scores_codex":[0.9976737,0.0003544062,0.0001504273,0.0003811788,0.0007336379,0.0007066259],"domain_scores_gemma":[0.9984322,0.0001482326,0.00008212322,0.000664646,0.0005449082,0.0001279427],"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":[0.0001976277,0.0003638804,0.001244301,0.00001049818,0.00007226596,0.00001951311,0.03840252,0.00006453886,0.005615509,0.09217588,0.7027176,0.1591159],"study_design_scores_gemma":[0.0002020137,0.0003424352,0.003298704,0.00002238697,0.00001777545,0.000004131601,0.03580677,0.00001482651,0.0002546106,0.002625664,0.9572963,0.0001144347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3346368,0.0001204627,0.000408649,0.592335,0.0002092022,0.001050062,0.0000120885,0.0003451395,0.07088252],"genre_scores_gemma":[0.9725624,0.0009188941,0.001670449,0.0001578813,0.0008557478,0.0000016714,0.000003709085,0.000008059149,0.02382124],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6379255,"threshold_uncertainty_score":0.9993595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06960465478107596,"score_gpt":0.3972570450386365,"score_spread":0.3276523902575605,"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."}}