{"id":"W7097965584","doi":"","title":"Contents","year":2008,"lang":"en","type":"article","venue":"","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Advice (programming); Curriculum; Higher education","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007451948,0.0006920591,0.0007898682,0.002218189,0.001573627,0.005131647,0.001436017,0.0008599,0.5659767],"category_scores_gemma":[0.004262853,0.0003408507,0.0005259494,0.001525773,0.0004283769,0.002790584,0.002815083,0.002455862,0.4326381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00299859,"about_ca_system_score_gemma":0.002375009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001734128,"about_ca_topic_score_gemma":0.002560253,"domain_scores_codex":[0.9993652,0.0001070721,0.00003314303,0.0001134545,0.0003163985,0.00006482558],"domain_scores_gemma":[0.9966682,0.0004028289,0.000157153,0.0002982484,0.001370879,0.00110275],"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":[0.00001737925,0.00005614714,0.00009938258,0.00008515929,0.000001037809,0.00002741482,0.0000809704,0.00008763884,0.000387657,0.002890798,0.9247571,0.07150924],"study_design_scores_gemma":[0.000002423704,0.00001928818,0.0002930593,0.00009417426,0.000001087532,0.00006177695,0.00006612118,0.00006186162,0.0001112924,0.001475171,0.9978092,0.000004515035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002586968,0.004932914,0.01259032,0.01371268,0.02253504,0.001175613,0.01085185,0.004977234,0.9266374],"genre_scores_gemma":[0.005603566,0.003356314,0.006086196,0.002697113,0.005697661,0.0005766308,0.008424196,0.001783325,0.965775],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4340233,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2064308785862443,"score_gpt":0.43534046179216,"score_spread":0.2289095832059157,"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."}}