{"id":"W1596981095","doi":"10.2139/ssrn.2436438","title":"Personal Plight Legal Practice and Tomorrow's Lawyers","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Law; Practice of law; Legal practice; Legal ethics; Political science; Legal profession; Psychology","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":[0.003725696,0.0001172305,0.0002797215,0.001167573,0.0184432,0.008331853,0.001667593,0.005072251,0.03443895],"category_scores_gemma":[0.02740247,0.0002764593,0.0002695516,0.001331014,0.006426148,0.005126238,0.006305282,0.01046945,0.001311864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01111269,"about_ca_system_score_gemma":0.01830998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1150961,"about_ca_topic_score_gemma":0.345644,"domain_scores_codex":[0.9948208,0.001512879,0.0001090494,0.0004492344,0.0006371581,0.002470681],"domain_scores_gemma":[0.9693382,0.007633899,0.003960972,0.0006691379,0.001781155,0.01661666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002890229,0.003223489,0.2610762,0.00009352164,0.0000473222,0.004152288,0.4092553,0.0002135166,0.0004736552,0.09302217,0.0881938,0.1399597],"study_design_scores_gemma":[0.00006912759,0.0002019009,0.1281724,0.000277837,0.00002339239,0.0008284661,0.7516256,0.0002157887,0.0002356524,0.01129359,0.1070136,0.0000425308],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8259446,0.0008838569,0.0001451628,0.08963296,0.0002617292,0.00003113889,0.00004381227,0.0000151818,0.08304158],"genre_scores_gemma":[0.9647163,0.0003690672,0.0000894731,0.007031269,0.00009643003,0.00001667687,0.00001703563,0.000009795703,0.02765398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1150961,"threshold_uncertainty_score":0.2288523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023981886290589,"score_gpt":0.3277012573914401,"score_spread":0.3174614385285343,"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."}}