{"id":"W1268938306","doi":"10.26522/tl.v1i3.96","title":"Youth Justice Challenge: Parkside High School Proposal Summary","year":2004,"lang":"en","type":"article","venue":"Teaching and Learning","topic":"Education Discipline and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harassment; Economic Justice; Work (physics); Political science; Plan (archaeology); Competition (biology); Order (exchange); Public relations; Social justice; Criminology; Sociology; Public administration; Law; Engineering; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002741325,0.00008117384,0.0001038349,0.00004197995,0.002230553,0.000112605,0.00009887791,0.00006866055,0.00006521295],"category_scores_gemma":[0.00185319,0.00007598404,0.00002594876,0.00006960038,0.000090028,0.0002490838,0.00003746255,0.0009705126,0.0000376116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000665429,"about_ca_system_score_gemma":0.0002879023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008635554,"about_ca_topic_score_gemma":0.0004013235,"domain_scores_codex":[0.9984533,0.0007664663,0.0001425079,0.0001954871,0.0002028549,0.0002393963],"domain_scores_gemma":[0.9995162,0.0001333331,0.00007219444,0.00008615969,0.00003310325,0.0001589383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002360623,0.0002384085,0.01373174,0.00008849024,0.00002849205,0.000004926389,0.6739886,0.001197049,0.00007123951,0.2742612,0.0005997402,0.0357665],"study_design_scores_gemma":[0.0009998636,0.0002041859,0.02203396,0.0002766849,0.000150065,0.000001934051,0.8853629,0.00005079793,0.0000173098,0.01385866,0.0764588,0.0005848375],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9114837,0.000322603,0.0003906397,0.007622007,0.0002539967,0.00009239269,9.949171e-7,0.0001938971,0.07963973],"genre_scores_gemma":[0.9926264,0.0001104668,0.001655693,0.0002067113,0.0008357303,0.000004451121,0.00001184092,0.000009384146,0.00453929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2604026,"threshold_uncertainty_score":0.9990684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04055485658959627,"score_gpt":0.352368113685473,"score_spread":0.3118132570958767,"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."}}