{"id":"W3175487271","doi":"","title":"Review of Edward Berry, Writing Reasons: A Handbook for Judges, 4th Ed.","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Berry; Psychology; Biology; Horticulture","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":[0.01420394,0.001113947,0.001988527,0.008533495,0.003981485,0.007311536,0.002723261,0.004128965,0.01217243],"category_scores_gemma":[0.08108821,0.001025689,0.0008270894,0.007380092,0.005147827,0.007551618,0.002176028,0.007344092,0.01378439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005620084,"about_ca_system_score_gemma":0.02065379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02595429,"about_ca_topic_score_gemma":0.04814839,"domain_scores_codex":[0.9821985,0.006633612,0.001682461,0.0007466362,0.008296488,0.000442388],"domain_scores_gemma":[0.9298999,0.02641853,0.002629941,0.0009659182,0.03814187,0.001943815],"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":[0.000005052829,0.000003790639,0.0000303481,0.0003713874,0.000002631738,0.00003036506,0.0003691929,0.00002024137,0.00002755744,0.002374724,0.9662136,0.03055119],"study_design_scores_gemma":[0.00000295539,0.000004526335,0.0001927137,0.001496968,0.000003976153,0.00009610323,0.0004438322,0.00001678518,0.00002856819,0.001262195,0.996436,0.00001540959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003220677,0.6120553,0.004815464,0.2645017,0.08585228,0.0001641706,0.0003019936,0.0001959703,0.03179115],"genre_scores_gemma":[0.008043994,0.674208,0.008118647,0.1648559,0.04332242,0.0006581582,0.0007209139,0.0005695488,0.09950244],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02595429,"threshold_uncertainty_score":0.07511848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02742680855861611,"score_gpt":0.3731515806581979,"score_spread":0.3457247720995817,"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."}}