{"id":"W1988648967","doi":"10.1080/03069400.2012.681177","title":"Teaching without authority","year":2012,"lang":"en","type":"article","venue":"The Law Teacher","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Popularity; Constructive; Context (archaeology); Legal education; Function (biology); Legal profession; Demographics; Psychology; Political science; Law; Sociology; Pedagogy; Process (computing); Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003230329,0.00004222697,0.00004282477,0.00001062045,0.001233369,0.0001026579,0.0001690394,0.00004494848,0.001204591],"category_scores_gemma":[0.0004087541,0.00002905864,0.00002145294,0.0001103403,0.0001607561,0.0007257326,0.00001844303,0.0005046829,0.0004417972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005164567,"about_ca_system_score_gemma":0.00008602656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03091291,"about_ca_topic_score_gemma":0.001493393,"domain_scores_codex":[0.9989387,0.0005490559,0.00007870066,0.00005280716,0.0001712502,0.0002094401],"domain_scores_gemma":[0.9995702,0.0001293682,0.00004873894,0.0001555582,0.00003071529,0.0000654581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001236789,0.00005916003,0.005828123,5.054837e-7,0.000004965466,1.646622e-8,0.07472201,5.875188e-8,0.0000192927,0.9084611,0.008562068,0.002341491],"study_design_scores_gemma":[0.00003147115,0.000001728084,0.002799751,0.000001343198,0.00001017804,5.025293e-7,0.009229675,0.000002495287,0.000009021795,0.00432137,0.983543,0.00004941444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05076327,0.00004515357,0.0000834673,0.1024026,0.000594445,0.00008170136,3.81989e-7,0.00008083158,0.8459482],"genre_scores_gemma":[0.9363082,0.000001339029,0.0003836431,0.002590222,0.001417916,0.000009465697,0.000001004429,0.000005313639,0.05928291],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.974981,"threshold_uncertainty_score":0.9997084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09048175909408541,"score_gpt":0.4297287217817078,"score_spread":0.3392469626876224,"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."}}