{"id":"W4378384344","doi":"10.1515/9780228000310","title":"Youth Squad","year":2019,"lang":"en","type":"book","venue":"McGill-Queen's University Press eBooks","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004408019,0.0004635797,0.0006379619,0.0002466816,0.001545577,0.00009364253,0.001069894,0.001099967,0.00022642],"category_scores_gemma":[0.000039059,0.0005708755,0.0003860515,0.00005055903,0.0004825304,0.0002264159,0.0004606566,0.0006925178,0.000234188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327477,"about_ca_system_score_gemma":0.001275928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007770695,"about_ca_topic_score_gemma":0.00001040882,"domain_scores_codex":[0.9969172,0.0002954417,0.0002864215,0.0006973495,0.001013414,0.0007901745],"domain_scores_gemma":[0.9984179,0.000117917,0.000360077,0.0004590415,0.0002762641,0.0003687998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000588524,0.00002465295,0.000131867,0.00006771192,0.0002123751,0.0001416818,0.01378484,8.837804e-7,2.327568e-7,0.9179062,0.06675959,0.0009110692],"study_design_scores_gemma":[0.0004593359,0.00002667711,0.00003741931,0.0001124332,0.0002168068,1.190145e-7,0.002321926,2.4564e-7,0.000007484639,0.0003676471,0.9957386,0.0007113485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003398938,0.000001362609,0.00001011521,0.0001576702,0.001047225,0.000817929,0.0005733909,0.0003764713,0.9969819],"genre_scores_gemma":[0.002312172,0.0001470093,0.00006872427,0.0002470999,0.0003885821,0.000001219833,0.0002085474,0.00006324397,0.9965634],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.928979,"threshold_uncertainty_score":0.9997543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498211930865085,"score_gpt":0.2336124614642772,"score_spread":0.2086303421556264,"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."}}