{"id":"W257847138","doi":"","title":"The Schooling They Need: Voicing Student Perspectives on Their Fourth Year in Senior High School.","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Graduation (instrument); General partnership; Curriculum; Sociology; Psychology; Pedagogy; Political science; Art; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.002950208,0.0001303137,0.000168233,0.0006511819,0.0008645125,0.0003576941,0.0005034116,0.0001200878,0.0001822573],"category_scores_gemma":[0.003354107,0.0001133702,0.00007635367,0.0004829335,0.0001150407,0.0002965879,0.000004587241,0.0006499783,0.00002599112],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003831464,"about_ca_system_score_gemma":0.02071966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3413549,"about_ca_topic_score_gemma":0.9609127,"domain_scores_codex":[0.9983373,0.000326145,0.000448572,0.0001762806,0.0001260057,0.0005856801],"domain_scores_gemma":[0.9968473,0.0003049037,0.0004247343,0.0003102722,0.0008138402,0.001298993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006210365,0.00005714415,0.0685438,0.000008729007,0.00002228057,0.000002014792,0.7646566,0.00009446537,0.00009541288,0.1569538,0.005744068,0.003815441],"study_design_scores_gemma":[0.0001099283,0.0000283805,0.1599982,0.000112753,0.000009462301,0.00002243163,0.7519922,0.000002974025,0.00001059548,0.00238214,0.08521362,0.000117402],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959496,0.0002458094,0.000005142551,0.02604229,0.008584077,0.0002509762,0.000005865366,0.000005580372,0.005364225],"genre_scores_gemma":[0.9934455,0.0001009512,0.0001584362,0.0003821622,0.004280797,0.00002660798,0.00000336953,0.00002017541,0.001582068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6195578,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02858538045934293,"score_gpt":0.320970818104014,"score_spread":0.2923854376446711,"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."}}