{"id":"W3172633183","doi":"10.46290/cjok000016","title":"What is Promotion","year":2021,"lang":"en","type":"article","venue":"Cascade Journal of Knowledge","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Promotion (chess); Presentation (obstetrics); Product (mathematics); Computer science; Business; Marketing; Process management; Political science; Mathematics; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000674768,0.00009638665,0.0001533372,0.000227705,0.00008251976,0.0004543936,0.0001564006,0.00004850741,0.001036391],"category_scores_gemma":[0.0002161712,0.00008643659,0.0001207009,0.0004123641,0.00001720458,0.002280886,0.00008853985,0.0001439417,0.0002796275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003834262,"about_ca_system_score_gemma":0.00006172969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001840648,"about_ca_topic_score_gemma":0.000008368692,"domain_scores_codex":[0.9992325,0.00001976935,0.0003124872,0.0001156679,0.0001758112,0.0001437199],"domain_scores_gemma":[0.998749,0.00002961574,0.0003603505,0.0001294402,0.0007159105,0.00001567772],"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":[0.00004891441,0.0007864803,0.006646282,0.0008872958,0.0001353738,0.00009667405,0.001013781,0.000004293596,0.003059444,0.00933828,0.804264,0.1737192],"study_design_scores_gemma":[0.000496904,0.0000129428,0.009650138,0.0003857604,0.0001327067,0.00004315025,0.001089426,0.0002804133,0.001670601,0.002988687,0.9830933,0.0001559549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7652285,0.009476444,0.0006851352,0.02299351,0.01699861,0.0002258197,4.126588e-7,0.00006770276,0.1843239],"genre_scores_gemma":[0.9682769,0.0005982064,0.0002407431,0.001565314,0.006697697,0.00000297961,0.000008311822,0.00002685275,0.02258297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2030484,"threshold_uncertainty_score":0.9998768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02734770961623141,"score_gpt":0.2744032208920679,"score_spread":0.2470555112758364,"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."}}