{"id":"W2795462720","doi":"10.11575/prism/34056","title":"Help Wanted: Judges","year":2006,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004470733,0.0007849296,0.0006792655,0.001548491,0.01865509,0.01187414,0.002297055,0.007283384,0.1879309],"category_scores_gemma":[0.02458047,0.0008809427,0.0007358919,0.001496641,0.003499984,0.004355795,0.008961237,0.008687965,0.06211659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008971877,"about_ca_system_score_gemma":0.0183969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04367703,"about_ca_topic_score_gemma":0.1582903,"domain_scores_codex":[0.9905131,0.001599586,0.0003286354,0.001213572,0.002975051,0.003370027],"domain_scores_gemma":[0.9848589,0.001585055,0.0003515692,0.0006913482,0.004845271,0.007667715],"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":[0.00001561229,0.00002939967,0.0009172581,0.00004633389,0.000002635453,0.0006290469,0.003676442,0.00002163778,0.0002682198,0.01997156,0.957203,0.01721882],"study_design_scores_gemma":[0.000007862601,0.000009351756,0.0005405428,0.0000507466,0.00000260906,0.0001519573,0.003158636,0.00002843647,0.00007300551,0.001716268,0.9942509,0.000009648503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00881852,0.002509177,0.00284982,0.1070188,0.0159484,0.0005850951,0.0007922039,0.001092154,0.8603858],"genre_scores_gemma":[0.04364302,0.0008615678,0.001533592,0.05006201,0.001646787,0.0002281237,0.0003876632,0.0004629564,0.9011743],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1879309,"threshold_uncertainty_score":0.6286917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01800088058195475,"score_gpt":0.2646057022138197,"score_spread":0.2466048216318649,"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."}}