{"id":"W6904741626","doi":"10.14288/1.0080378","title":"The Daily Canadian","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"advanced mathematical theories","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Perspective (graphical); Variety (cybernetics)","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"],"consensus_categories":[],"category_scores_codex":[0.0004757121,0.0000735192,0.0001087262,0.0000208719,0.00274941,0.000922655,0.0004286794,0.00003257573,0.0002004229],"category_scores_gemma":[0.002446586,0.00004988888,0.00002565217,0.0005248808,0.00008413525,0.0001396367,0.0001142325,0.00009841847,0.00008003347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002034119,"about_ca_system_score_gemma":0.0005033168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04210814,"about_ca_topic_score_gemma":0.4378653,"domain_scores_codex":[0.9993542,0.00005237093,0.0001461897,0.0001046693,0.0001156528,0.0002269315],"domain_scores_gemma":[0.9985932,0.0006262402,0.00003785314,0.0003580484,0.0001303171,0.0002543284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004893185,0.00001257822,8.83853e-7,0.000001216469,0.00001088702,0.000001337481,0.0001687581,0.000002823721,5.259603e-7,0.3763534,0.6232972,0.0001455586],"study_design_scores_gemma":[0.0001159233,0.0000153826,5.363869e-7,0.000004172677,0.000006860635,0.00001005293,0.0008340259,0.00004155026,0.00003085418,0.6328706,0.3660223,0.00004770583],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004702034,0.00001940717,0.004563454,0.001217506,0.0002586245,0.000461205,0.0000120514,0.00004503169,0.9933757],"genre_scores_gemma":[0.004976249,0.000005154484,0.03316962,0.0001393417,0.00007493873,0.0002418102,0.00000115482,0.00002676821,0.961365],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3957572,"threshold_uncertainty_score":0.9985489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1079157893150769,"score_gpt":0.3623386735165317,"score_spread":0.2544228842014548,"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."}}