{"id":"W7094118338","doi":"","title":"Commercial Marketing\\n& Exhibition Package","year":2011,"lang":"","type":"article","venue":"Insecta mundi","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Niagara; Niagara College","funders":"","keywords":"Exhibition; Wildlife; Work (physics); Aviation; Product (mathematics); Theme (computing); Control (management)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002360352,0.0003806411,0.0003834758,0.0002595618,0.001660358,0.0003792667,0.0007263591,0.0002952963,0.03841307],"category_scores_gemma":[0.0003169016,0.0004233735,0.0003117581,0.0008179749,0.0007542865,0.0005418204,0.0003888693,0.0004274841,0.002359431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002370235,"about_ca_system_score_gemma":0.0002297905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1369411,"about_ca_topic_score_gemma":0.2074739,"domain_scores_codex":[0.9958954,0.001122092,0.0006551655,0.0006710055,0.0007020396,0.0009542461],"domain_scores_gemma":[0.998239,0.0002262723,0.0003370419,0.0006720176,0.0002076126,0.0003180986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001060052,0.003044738,0.1447673,0.000415693,0.0004446389,0.0001421254,0.2274314,0.000001249481,0.0004501015,0.2092256,0.1118399,0.3011771],"study_design_scores_gemma":[0.001072721,0.0003167401,0.4837218,0.0004833861,0.0002683346,0.000006159843,0.00379419,0.00003448848,0.00002601751,0.01344447,0.4955561,0.001275681],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4085614,0.0002188377,0.0005848497,0.001147114,0.0022235,0.0005592643,0.00004061128,0.0001382426,0.5865262],"genre_scores_gemma":[0.9892685,0.001057181,0.0005159071,0.000590887,0.0009710258,0.00005467286,0.00004456891,0.0000354186,0.00746181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5807071,"threshold_uncertainty_score":0.9998218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054761111042646,"score_gpt":0.2976026314469004,"score_spread":0.1921265203426358,"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."}}