{"id":"W7099521708","doi":"","title":"The Perils of Marriage in Canadian Student Assistance Programs","year":2004,"lang":"en","type":"article","venue":"","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Doors; Postsecondary education; Educational research; Public policy; Information policy; Government (linguistics); Education policy","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":[0.007823454,0.0003115762,0.0005444413,0.001906837,0.03638753,0.009203485,0.00400321,0.005070404,0.02287969],"category_scores_gemma":[0.02034149,0.0005125297,0.0006692073,0.003697939,0.00670074,0.002796139,0.009829786,0.006515835,0.0007177017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1248797,"about_ca_system_score_gemma":0.3109365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9831846,"about_ca_topic_score_gemma":0.9948902,"domain_scores_codex":[0.9825886,0.00184169,0.0002277134,0.000652694,0.003136034,0.01155326],"domain_scores_gemma":[0.9736986,0.002142118,0.0008324391,0.0004089595,0.004099806,0.01881798],"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":[0.0004302505,0.0007579051,0.1344686,0.0002878502,0.00007061445,0.001298642,0.05753499,0.0005544733,0.0005924599,0.2728781,0.2880784,0.2430477],"study_design_scores_gemma":[0.000136805,0.0002245327,0.2684925,0.001072789,0.00007025206,0.0003387777,0.1327813,0.001154766,0.0003730836,0.01267153,0.5824551,0.0002285655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3996248,0.007377341,0.0007954602,0.3234207,0.002070082,0.0003983701,0.001556093,0.0001260249,0.2646312],"genre_scores_gemma":[0.908862,0.002896847,0.000654529,0.03106801,0.00025151,0.0001598593,0.0003234131,0.0000621504,0.05572176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1248797,"threshold_uncertainty_score":0.9060696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02410776110056789,"score_gpt":0.2299158491324495,"score_spread":0.2058080880318816,"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."}}