{"id":"W4385522290","doi":"10.59962/9780774890472","title":"Bootstraps Need Boots","year":2019,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001704126,0.0001148916,0.0004267667,0.00004271508,0.0003667848,0.0001850828,0.0007774596,0.0005370092,0.0006239511],"category_scores_gemma":[0.00003062038,0.0003351874,0.0002514988,0.0000199635,0.0009137557,0.0001172849,0.0001316157,0.0003471604,0.00003054516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00040004,"about_ca_system_score_gemma":0.002012852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9745379,"about_ca_topic_score_gemma":0.983618,"domain_scores_codex":[0.9984102,0.00009104821,0.0001662259,0.0003846749,0.0005262817,0.0004216282],"domain_scores_gemma":[0.9988158,0.00008967457,0.0003404004,0.0003335976,0.0001658817,0.0002546938],"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":[0.000007858723,0.00000986932,0.00002286523,0.00008067978,0.00006023635,0.0001569376,0.001303359,6.782267e-7,8.058059e-7,0.004903717,0.984214,0.009238957],"study_design_scores_gemma":[0.0004381422,0.00002860101,0.0005994093,0.0004516067,0.00007454059,0.00000570468,0.0001990659,0.000001392999,3.360447e-7,0.001232664,0.9966411,0.000327431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005751427,0.0002927503,0.000004510985,0.00006364842,0.0002738832,0.0004962417,0.003462465,0.00005809023,0.9947733],"genre_scores_gemma":[0.001519021,0.0003616894,0.0000302406,0.0002159658,0.0002222145,3.136284e-7,0.0000250957,0.00002524058,0.9976002],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01242707,"threshold_uncertainty_score":0.99991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548258873808387,"score_gpt":0.2005757702813451,"score_spread":0.1850931815432612,"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."}}