{"id":"W6990329856","doi":"","title":"Dean’s message: March/April 2017","year":2017,"lang":"en","type":"other","venue":"Carleton University's Institutional Repository (MacOdrum Library, Carleton University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0002915103,0.002243363,0.002016062,0.007506034,0.004316028,0.0006799131,0.006969153,0.002576359,0.002597225],"category_scores_gemma":[0.0001134625,0.002964674,0.001639912,0.00204755,0.0045602,0.004630943,0.003412246,0.002381389,0.002349976],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003395453,"about_ca_system_score_gemma":0.006326189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002167571,"about_ca_topic_score_gemma":0.0003907878,"domain_scores_codex":[0.9907947,0.001053266,0.0006428354,0.003338943,0.002205875,0.001964334],"domain_scores_gemma":[0.9914266,0.0002182441,0.002199366,0.003989613,0.0003737041,0.001792499],"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":[0.0008424657,0.0002882211,0.001416544,0.000348663,0.001436566,0.03365919,0.00008875542,0.000203912,0.001146343,0.08301099,0.8771272,0.0004310816],"study_design_scores_gemma":[0.004059434,0.000150852,0.0008829453,0.001487919,0.001335904,0.000581814,0.0004458034,0.0000591145,0.0006487517,0.00004384214,0.9873683,0.00293535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001028684,0.001670172,0.0004155303,0.0003800332,0.005125032,0.001497668,0.00419457,0.003561103,0.9821272],"genre_scores_gemma":[0.0107526,0.001747786,0.0009389776,0.0001999703,0.002170415,0.000002154801,0.001926811,0.001379179,0.9808821],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.110241,"threshold_uncertainty_score":0.9999201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220421154133289,"score_gpt":0.1978748472159081,"score_spread":0.1856706356745753,"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."}}