{"id":"W7096392813","doi":"","title":"Toronto","year":2005,"lang":"en","type":"article","venue":"","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confidentiality; Expectancy theory; Inflation (cosmology); Function (biology); Anonymity","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000121808,0.00001927494,0.00002414681,0.000002981636,0.0001199254,0.00002873963,0.00008238633,0.00001651726,0.01411423],"category_scores_gemma":[0.00000697681,0.00001662315,0.00001569686,0.00002308237,0.00002346185,0.0001975884,0.00001019166,0.00001052214,0.0004854678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007171548,"about_ca_system_score_gemma":0.00001808268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003275514,"about_ca_topic_score_gemma":0.05862909,"domain_scores_codex":[0.9996747,0.00001248873,0.00003364671,0.00004430867,0.0001355405,0.00009931851],"domain_scores_gemma":[0.999898,0.00001364913,0.000006382191,0.00003604687,0.00001186264,0.00003406607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002380232,0.00006045579,0.03161501,3.876049e-7,0.000008850246,3.355911e-7,0.02166106,4.959509e-7,0.00008007816,0.7360169,0.1306779,0.07987613],"study_design_scores_gemma":[0.00005629147,0.000003519427,0.009421237,3.592719e-7,0.000001272025,1.390267e-8,0.00745043,0.000004938468,0.00001542987,0.0001142829,0.9828982,0.00003401625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0206412,0.00007941772,0.00005126574,0.002956452,0.0001033129,0.00003784167,5.583919e-8,0.00006335284,0.9760671],"genre_scores_gemma":[0.8773964,0.00006578325,0.0013897,0.0003967872,0.0005426286,0.000001810855,1.925811e-7,0.000001373164,0.1202053],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8567552,"threshold_uncertainty_score":0.986787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02520144364773735,"score_gpt":0.3770390401156056,"score_spread":0.3518375964678683,"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."}}