{"id":"W4385608219","doi":"10.1353/man.2023.a903821","title":"Futures Worth Hanging Onto","year":2023,"lang":"en","type":"article","venue":"Mānoa/Mānoa","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fraternity; Conversation; Art history; Mistake; Downtown; Wife; Graduation (instrument); Brother; Media studies; History; Sociology; Art; Law; Political science; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007982505,0.0004456452,0.0001510442,0.0004275684,0.00816725,0.005223138,0.000443609,0.001974335,0.2054849],"category_scores_gemma":[0.001991905,0.0002283163,0.0003311817,0.0002921506,0.001810272,0.003950136,0.005439159,0.002933898,0.02090263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003792529,"about_ca_system_score_gemma":0.004115982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02722105,"about_ca_topic_score_gemma":0.0832622,"domain_scores_codex":[0.9994405,0.00009070522,0.000009743734,0.0000750469,0.0001521695,0.0002317989],"domain_scores_gemma":[0.9989752,0.00005901247,0.00003240334,0.00004801955,0.000152966,0.0007325761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003216234,0.00002278947,0.0005352151,0.00003947782,0.000002779035,0.0005720757,0.004471734,0.00004661202,0.0002460533,0.05914748,0.8944668,0.04041703],"study_design_scores_gemma":[0.000001924795,0.000004556583,0.0001568587,0.00003103167,6.895413e-7,0.00006191149,0.001876826,0.000005775011,0.00002587657,0.001662461,0.9961693,0.000002762906],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007390388,0.00410848,0.0007779675,0.0667935,0.01004362,0.00003776555,0.0002790799,0.0001933119,0.910376],"genre_scores_gemma":[0.05731823,0.00243266,0.0006873154,0.009706397,0.001302187,0.00003022664,0.000213644,0.0001920869,0.9281172],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2054849,"threshold_uncertainty_score":0.6874156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02421465492010291,"score_gpt":0.3274316503451991,"score_spread":0.3032169954250962,"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."}}