{"id":"W4404989005","doi":"10.1017/9781316831946.005","title":"In the Clubs","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004243263,0.0006731132,0.0005594528,0.001435436,0.006722916,0.005464471,0.0009997917,0.001454933,0.3900679],"category_scores_gemma":[0.001523522,0.0003140054,0.0004562187,0.001161197,0.001354776,0.003083072,0.004408855,0.003201459,0.1286002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001356395,"about_ca_system_score_gemma":0.001571638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003968836,"about_ca_topic_score_gemma":0.0148852,"domain_scores_codex":[0.9994573,0.0001017125,0.00001932944,0.0000878973,0.0001934736,0.0001403363],"domain_scores_gemma":[0.9993303,0.00007935248,0.00002508273,0.000064841,0.0001424382,0.0003578889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004457229,0.0001214167,0.0003839791,0.0001136028,0.00000272177,0.0002734418,0.002766008,0.00005047909,0.0002431086,0.0624623,0.8366222,0.09691624],"study_design_scores_gemma":[0.000001663626,0.000006279345,0.0001826204,0.0000512142,4.460757e-7,0.00005380029,0.0006392233,0.00001507624,0.00001995041,0.0009732841,0.9980545,0.000001898982],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001288121,0.001697889,0.0003390117,0.002463735,0.003848001,0.00006736971,0.0001802608,0.000136594,0.989979],"genre_scores_gemma":[0.004235269,0.0005435117,0.0002104566,0.0006855947,0.0003696117,0.00002693299,0.00009518663,0.00007460191,0.9937589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3900679,"threshold_uncertainty_score":0.8699942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05677848448244845,"score_gpt":0.3241149401071897,"score_spread":0.2673364556247412,"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."}}