{"id":"W2560806373","doi":"10.18733/c3hg6t","title":"If I Had a Hammer: Depictions of Inequality","year":2016,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Hammer; Inequality; Mathematics; Engineering; Structural engineering; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002004636,0.0005230927,0.0002876875,0.001680133,0.01104804,0.008613194,0.0007573211,0.002794434,0.007874415],"category_scores_gemma":[0.004625466,0.0002230747,0.00029724,0.002661919,0.01188473,0.007574255,0.005983863,0.006385712,0.0007306538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004766617,"about_ca_system_score_gemma":0.00324306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02966009,"about_ca_topic_score_gemma":0.0506329,"domain_scores_codex":[0.9989562,0.0005515962,0.00003246803,0.0000762692,0.0002107226,0.0001726736],"domain_scores_gemma":[0.9988845,0.0007063639,0.0001121015,0.00006314176,0.00009590935,0.0001380437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005352845,0.0000155898,0.001472772,0.0001090408,0.000007116716,0.000321115,0.3941748,0.000131007,0.0001756316,0.4778378,0.09999655,0.02570501],"study_design_scores_gemma":[0.00001185951,0.00001334609,0.004378455,0.0007381988,0.00001088894,0.000241175,0.2445418,0.0003053434,0.0002575964,0.07817372,0.6713004,0.0000272638],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1214174,0.01517648,0.00287247,0.2663126,0.00542266,0.00004030151,0.0004218578,0.00008291571,0.5882533],"genre_scores_gemma":[0.8975356,0.008749191,0.001039198,0.009447495,0.002262447,0.00009404332,0.0002135998,0.0002233329,0.08043522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02966009,"threshold_uncertainty_score":0.05897486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.609762825657135,"score_gpt":0.4971827276218311,"score_spread":0.1125800980353039,"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."}}