{"id":"W4250325558","doi":"10.2139/ssrn.3836708","title":"The Forging of a Rebel","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Culture, Economy, and Development Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Forging; Engineering; Political science; Mechanical engineering","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":[0.008082376,0.0004262459,0.0005220757,0.001076874,0.01887994,0.01162856,0.001085489,0.005826881,0.01431025],"category_scores_gemma":[0.01444075,0.000358013,0.0003495657,0.0007130176,0.03090815,0.01042019,0.007056334,0.01116832,0.002886921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002954465,"about_ca_system_score_gemma":0.003858251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003336428,"about_ca_topic_score_gemma":0.006046639,"domain_scores_codex":[0.9947015,0.00301917,0.00009622935,0.0004538936,0.0004614009,0.001267751],"domain_scores_gemma":[0.9943379,0.001444309,0.0007296857,0.0009469591,0.0008345846,0.001706576],"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":[0.00007015836,0.00005173868,0.001021807,0.00003111115,0.00001676643,0.0003725812,0.0558132,0.000113454,0.0002532207,0.9050769,0.02448249,0.01269659],"study_design_scores_gemma":[0.00002591986,0.00008750755,0.001386184,0.000204218,0.0000138359,0.0006283658,0.1312756,0.0002454252,0.0003524309,0.3124446,0.5532814,0.00005445793],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1851076,0.004068748,0.003198458,0.1188439,0.003933942,0.00004071775,0.00003924918,0.00007041143,0.6846969],"genre_scores_gemma":[0.9154471,0.0006920428,0.0005585311,0.00968705,0.0002331188,0.0000175417,0.00001299156,0.00005241161,0.07329916],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01887994,"threshold_uncertainty_score":0.04787254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271374831326688,"score_gpt":0.277342636232757,"score_spread":0.2646288879194901,"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."}}