{"id":"W4413527477","doi":"10.64628/aam.g5akesu5p","title":"Program at Hamilton Public Library shows how libraries can expand the social services they provide","year":2023,"lang":"en","type":"article","venue":"","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"World Wide Web; Business; Computer science; Library 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":[],"consensus_categories":[],"category_scores_codex":[0.001102286,0.0005307341,0.0002666586,0.0007880311,0.01451817,0.005046175,0.001246554,0.005380402,0.1179579],"category_scores_gemma":[0.002836904,0.0005207947,0.0006009518,0.001071562,0.003110566,0.00216792,0.002655305,0.003078344,0.01902847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0167817,"about_ca_system_score_gemma":0.04281995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6445663,"about_ca_topic_score_gemma":0.9376774,"domain_scores_codex":[0.9984345,0.0002486545,0.00002732104,0.0001056639,0.0006409308,0.0005428339],"domain_scores_gemma":[0.9961248,0.0008466106,0.00007728761,0.0002069227,0.0009026427,0.001841791],"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":[0.00003771063,0.0001079394,0.001657791,0.00005772745,0.00000618469,0.0002914395,0.0006275453,0.00008027851,0.0003312602,0.007591992,0.9602548,0.02895529],"study_design_scores_gemma":[0.00004861624,0.00004217283,0.007649831,0.00005121405,0.00001686948,0.00008345189,0.002981044,0.0001998189,0.0004025918,0.001312105,0.9871825,0.00002975438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02428591,0.001085626,0.001180109,0.1822147,0.003923859,0.0004848983,0.0009915816,0.001603431,0.7842299],"genre_scores_gemma":[0.04359658,0.0005950654,0.001898676,0.03426154,0.0004914215,0.0001522048,0.0002154188,0.0001588644,0.9186302],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6445663,"threshold_uncertainty_score":0.7150538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05074505350495293,"score_gpt":0.2999384868416913,"score_spread":0.2491934333367384,"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."}}