{"id":"W4388999532","doi":"10.1177/02734753231208961","title":"Ready, Set, Fly! Preparedness of Sales Graduates for Entry Roles","year":2023,"lang":"en","type":"article","venue":"Journal of Marketing Education","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Preparedness; Sales management; Marketing; Experiential learning; Business; Set (abstract data type); Higher education; Public relations; Psychology; Management; Pedagogy; Political science; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008166283,0.0001192128,0.0001151989,0.0003733076,0.0008179215,0.001258312,0.0002649907,0.0004866595,0.00883743],"category_scores_gemma":[0.004455235,0.0001568573,0.0002374835,0.0001849007,0.0003405408,0.0005700304,0.0007251059,0.0008948015,0.0007062703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003259165,"about_ca_system_score_gemma":0.001195597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002102378,"about_ca_topic_score_gemma":0.006945591,"domain_scores_codex":[0.9997842,0.00003518808,0.0000118686,0.00001882053,0.00005884387,0.00009100584],"domain_scores_gemma":[0.9973516,0.000311008,0.0007633767,0.00007675453,0.0003085359,0.001188694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009188675,0.001266766,0.9330601,0.00006208315,0.00002061285,0.0004213879,0.007379036,0.0001266598,0.002928855,0.0003321858,0.001743298,0.05256713],"study_design_scores_gemma":[0.00001134194,0.00059245,0.9738119,0.00006890255,0.00001270935,0.0002912229,0.01864891,0.0003288615,0.0008299128,0.0002324404,0.005151611,0.00001975624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983909,0.00004888768,0.00004621853,0.0003239837,0.00001338784,0.000008785105,0.00001778286,0.000004519641,0.001145602],"genre_scores_gemma":[0.9972801,0.0001155537,0.0001671552,0.0001273828,0.00001045702,0.000007266171,0.00005483525,0.000003439328,0.002233775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00883743,"threshold_uncertainty_score":0.02956414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02526806168172592,"score_gpt":0.2881569741194113,"score_spread":0.2628889124376854,"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."}}