{"id":"W4317361020","doi":"10.1017/9781009224741.009","title":"The Political and Economic Grind","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Historical and Contemporary Political Dynamics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Grind; Politics; Materials science; Political science; Metallurgy; Law","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":[0.001224696,0.0003187034,0.0001890662,0.0008010693,0.004383768,0.006906071,0.0004810372,0.002043312,0.01698918],"category_scores_gemma":[0.002795258,0.0002049174,0.0001894333,0.0009125407,0.01064922,0.004017964,0.002444701,0.0046645,0.002718492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004337175,"about_ca_system_score_gemma":0.003730382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006009227,"about_ca_topic_score_gemma":0.009187628,"domain_scores_codex":[0.9986873,0.0004618953,0.0000250194,0.0001205338,0.0004774641,0.0002277311],"domain_scores_gemma":[0.9992864,0.0003959836,0.00004707813,0.00006714062,0.0001131992,0.00009028005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001861261,0.00000347727,0.00003904054,0.00000673679,3.826064e-7,0.00001716427,0.0005977388,0.00004027398,0.00002085197,0.978358,0.0171302,0.003784206],"study_design_scores_gemma":[0.000003269972,0.00000549532,0.0002941935,0.0001005643,9.642466e-7,0.00005379431,0.001064745,0.0001193668,0.00008441535,0.2310401,0.7672288,0.000004286924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002012814,0.007205066,0.001530444,0.03684669,0.0008356186,0.00001035883,0.00003484959,0.00002338313,0.9515008],"genre_scores_gemma":[0.2975962,0.01463989,0.002028206,0.02082844,0.002599673,0.0001302368,0.000100905,0.0001372252,0.6619391],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01698918,"threshold_uncertainty_score":0.05683446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0407667700226314,"score_gpt":0.1847733189345691,"score_spread":0.1440065489119377,"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."}}