{"id":"W2088031125","doi":"10.1080/13668803.2010.506030","title":"Linking social structure, fragmentation, and substance abuse in a resource-based community","year":2010,"lang":"en","type":"article","venue":"Community Work & Family","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Entitlement (fair division); Population; Sociology; Social psychology; Economic growth; Psychology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001893208,0.0002036124,0.0004635163,0.0001280783,0.005729352,0.00004470515,0.0005622512,0.0004285792,0.00006864939],"category_scores_gemma":[0.0001110501,0.0002115002,0.00004622303,0.0005811062,0.0003192323,0.0001186345,0.0001147865,0.007303526,0.00001172497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009865157,"about_ca_system_score_gemma":0.0001048038,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006419691,"about_ca_topic_score_gemma":0.1873415,"domain_scores_codex":[0.9937403,0.004999564,0.0004731789,0.0001204984,0.0002133222,0.0004531981],"domain_scores_gemma":[0.9967895,0.002118583,0.0002120874,0.000625655,0.0001478669,0.0001063441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009084498,0.0001443765,0.574376,0.0001569206,0.000009939986,0.000002020134,0.4193768,0.000005079879,0.0006461065,0.0006655188,0.0001208781,0.004405438],"study_design_scores_gemma":[0.001143081,0.00002122203,0.7771338,0.000276238,0.00001049411,3.020238e-8,0.2145276,0.0000161381,0.00002618245,0.003220973,0.003423517,0.0002007399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966549,0.000180077,0.00005201328,0.0001959412,0.0002899332,0.0004217135,0.00003081091,0.0001190028,0.002055629],"genre_scores_gemma":[0.9978016,0.00003355927,0.0005194197,0.001206168,0.000168051,0.00004969121,0.000145891,0.00003775817,0.00003785395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2048493,"threshold_uncertainty_score":0.9955651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07515663897347122,"score_gpt":0.3885258898000822,"score_spread":0.3133692508266109,"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."}}