{"id":"W4253764697","doi":"10.4016/16426.01","title":"Toronto College - Residence Information about Centennial College","year":2010,"lang":"en","type":"dataset","venue":"SciVee","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Centennial; Residence; Library science; Mathematics education; Geography; Sociology; Psychology; Demography; Computer science; Archaeology","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006021181,0.0001576642,0.0002446551,0.0003317046,0.002270537,0.0004952253,0.0008327774,0.0006093298,0.01020097],"category_scores_gemma":[0.0005490611,0.0002139623,0.000109447,0.0002481133,0.0008677853,0.001460822,0.00008815961,0.0004621948,0.002254496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002300496,"about_ca_system_score_gemma":0.003856828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9309836,"about_ca_topic_score_gemma":0.9990577,"domain_scores_codex":[0.9981328,0.0001141294,0.0003172767,0.0002256822,0.0007791959,0.0004309194],"domain_scores_gemma":[0.9986954,0.00006129083,0.0002546718,0.0004378903,0.0002217397,0.0003289779],"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":[0.0000140573,0.00001175575,9.106497e-7,0.00003557907,0.000007676899,0.00001640391,0.001130781,1.01685e-7,6.72852e-7,0.004563576,0.9939423,0.0002761784],"study_design_scores_gemma":[0.000167029,0.00001786756,0.0001361815,0.00005908529,0.00002884787,0.000001676871,0.001395635,3.462909e-7,2.001222e-7,0.0001845581,0.9977582,0.0002503627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001770693,0.0003712207,7.077049e-7,0.0007232835,0.004670134,0.0003912865,0.9655154,0.00004096371,0.02826929],"genre_scores_gemma":[0.0000222056,0.002874226,0.00007726615,0.0009993564,0.002181053,0.00005304251,0.9672178,0.0000125228,0.02656255],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06807408,"threshold_uncertainty_score":0.9990284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007184509023212248,"score_gpt":0.2468001209397601,"score_spread":0.2396156119165479,"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."}}