{"id":"W3200678568","doi":"10.35502/jcswb.193","title":"Proactive Alliance: Combining policing and counselling psychology","year":2021,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Community Health and Development","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"John Jay College of Criminal Justice","keywords":"Community policing; Alliance; Public relations; Perception; Personality psychology; Psychology; Crime prevention; Police science; Mental health; Active listening; Criminology; Social psychology; Political science; Criminal justice; Personality; Law","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":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004199602,0.0001758524,0.0005414541,0.0001247148,0.003550758,0.00002522704,0.0002313416,0.0002043329,0.00008394918],"category_scores_gemma":[0.0003619586,0.000167254,0.00005884171,0.0002320069,0.0001165312,0.0002431849,0.0002179973,0.00417193,0.000007436848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000115373,"about_ca_system_score_gemma":0.0005237257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000294491,"about_ca_topic_score_gemma":0.0003676756,"domain_scores_codex":[0.9949967,0.003195286,0.001027746,0.00009194598,0.0002247095,0.0004636659],"domain_scores_gemma":[0.994709,0.003530558,0.0006095431,0.0003446524,0.0004932659,0.0003129587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.003272063,0.0008586342,0.1626327,0.002336793,0.0007940168,0.0001913413,0.6644151,0.00009856614,0.001479349,0.02779829,0.003961667,0.1321615],"study_design_scores_gemma":[0.009690997,0.0008108703,0.5286366,0.004663418,0.0002111645,0.001140613,0.1386554,0.0003432157,0.0003270666,0.1097969,0.2049528,0.0007708931],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507312,0.00163151,0.002871368,0.01208511,0.0005842042,0.0002549214,0.00000162171,0.00002495384,0.03181515],"genre_scores_gemma":[0.95813,0.02717882,0.002562487,0.01168212,0.0001745577,0.000003662486,0.000006374547,0.00002226501,0.0002397295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5257597,"threshold_uncertainty_score":0.9981255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05364602544611808,"score_gpt":0.4204301259927483,"score_spread":0.3667841005466302,"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."}}