{"id":"W3144241859","doi":"10.29173/iasl7813","title":"Building Healthy and Sustainable Communities for Youth","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Positive Youth Development; Accountability; Public relations; Social justice; Sustainable development; Economic Justice; Reading (process); Sociology; Political science; Social science; Computer science","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":[0.002588877,0.0002804446,0.0002822487,0.001071304,0.007949072,0.006250164,0.0009078688,0.001699265,0.01432483],"category_scores_gemma":[0.003472059,0.00020135,0.0003668035,0.0007792558,0.002243494,0.004522677,0.01049623,0.001430812,0.004070878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001760253,"about_ca_system_score_gemma":0.01027599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004168271,"about_ca_topic_score_gemma":0.01586523,"domain_scores_codex":[0.9983264,0.000590121,0.00006041253,0.0001183752,0.0004078649,0.0004968677],"domain_scores_gemma":[0.9976454,0.0001735968,0.0001958708,0.0001242453,0.0003966828,0.001464219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004792042,0.0006553484,0.03275114,0.0005655543,0.00003744188,0.000771908,0.05061822,0.0005853208,0.001925847,0.1573519,0.2633992,0.4912902],"study_design_scores_gemma":[0.00001671187,0.0001016394,0.008380917,0.0003762913,0.00001812598,0.0002630165,0.02686857,0.0002383851,0.001044421,0.03487042,0.9278021,0.00001936112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2038085,0.01132472,0.02814675,0.08955716,0.002124987,0.001060875,0.0009204678,0.002452447,0.6606041],"genre_scores_gemma":[0.7567762,0.008602,0.05893866,0.0135269,0.0005098205,0.0008152886,0.0008059017,0.0003366974,0.1596886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01432483,"threshold_uncertainty_score":0.0479213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0593350615769813,"score_gpt":0.3298855939023158,"score_spread":0.2705505323253345,"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."}}