{"id":"W4376137526","doi":"10.18192/jpp.v32i1.6746","title":"A Bridge Interrupted","year":2023,"lang":"en","type":"article","venue":"Journal of Prisoners on Prisons","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Computer science; Medicine; Anatomy","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":[],"consensus_categories":[],"category_scores_codex":[0.00296757,0.0007839223,0.0005540003,0.0007217141,0.01370383,0.006423987,0.002499204,0.005401982,0.06010095],"category_scores_gemma":[0.01754879,0.0004809365,0.0009525197,0.0004964148,0.004902867,0.007182973,0.0128441,0.01484814,0.01234022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002971787,"about_ca_system_score_gemma":0.00295272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005354655,"about_ca_topic_score_gemma":0.00777616,"domain_scores_codex":[0.9953445,0.001581237,0.0001207193,0.0005971897,0.001080781,0.001275553],"domain_scores_gemma":[0.993991,0.001100018,0.0004457486,0.0005668801,0.001225823,0.002670542],"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":[0.0005622403,0.0004559612,0.002644947,0.0003043963,0.00004793523,0.006032968,0.2473866,0.0002408305,0.003314605,0.1101496,0.5272093,0.1016506],"study_design_scores_gemma":[0.00002248646,0.000180907,0.001006202,0.0002403431,0.00001186636,0.0005620467,0.05959357,0.0001896873,0.000484996,0.005360632,0.9323031,0.00004400637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1761654,0.001948518,0.02839345,0.1810653,0.07803509,0.0006790807,0.0008591496,0.002065006,0.530789],"genre_scores_gemma":[0.4261118,0.0008400666,0.005856157,0.04362822,0.003189736,0.0005024305,0.0004187844,0.001013671,0.5184391],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06010095,"threshold_uncertainty_score":0.2010577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06950302247430362,"score_gpt":0.4399265812770846,"score_spread":0.370423558802781,"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."}}