{"id":"W4408194897","doi":"10.59962/9781895830422","title":"Tough on Kids","year":2003,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":[0.000437681,0.0006998469,0.0002903485,0.001421595,0.008627905,0.003738062,0.0007279096,0.002199325,0.05970104],"category_scores_gemma":[0.001266724,0.0003744137,0.0004005433,0.0009661944,0.002427577,0.003047648,0.002029944,0.00344009,0.01882184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01186579,"about_ca_system_score_gemma":0.01449207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5310901,"about_ca_topic_score_gemma":0.8319104,"domain_scores_codex":[0.9994521,0.00004465658,0.00001207893,0.000068777,0.0002568425,0.0001656202],"domain_scores_gemma":[0.999496,0.00005537635,0.00001096126,0.00003007735,0.0002296284,0.0001779469],"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":[0.000003967255,0.000006015337,0.000115777,0.00002545081,8.002959e-7,0.0000742197,0.001945652,0.00001566895,0.00005912865,0.04471359,0.92849,0.02454984],"study_design_scores_gemma":[5.305048e-7,0.000001277123,0.0001547455,0.00004512619,6.861839e-7,0.00003952112,0.0006304409,0.000006542192,0.00002803694,0.0008919202,0.9981987,0.000002514412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009786373,0.006579371,0.0005214812,0.01251735,0.002768397,0.000035436,0.0002830986,0.0002143637,0.9761018],"genre_scores_gemma":[0.003364803,0.001495325,0.0003710976,0.003903215,0.00008804103,0.0000135189,0.00007019451,0.0001114981,0.9905823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5310901,"threshold_uncertainty_score":0.9433429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02152646881133582,"score_gpt":0.2203575674853898,"score_spread":0.198831098674054,"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."}}