{"id":"W6986594350","doi":"","title":"The print and packaging forum:\\na report on the print industry’s review of its own performance","year":2010,"lang":"en","type":"other","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Consumer Packaging Perceptions and Trends","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respondent; Competitor analysis; Representativeness heuristic; Irish; Competition (biology); Newspaper; Quarter (Canadian coin); Government (linguistics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0007323092,0.0003822406,0.0005253776,0.0007571507,0.0003122253,0.00008850802,0.0008984462,0.000638645,0.0004765152],"category_scores_gemma":[0.0005781651,0.0002320798,0.0001324641,0.000888769,0.0008362308,0.0002377674,0.0006590607,0.001412507,0.00007035903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002288395,"about_ca_system_score_gemma":0.00009097778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001347964,"about_ca_topic_score_gemma":0.0003921432,"domain_scores_codex":[0.998179,0.000007773418,0.0006784311,0.0004805009,0.0003041198,0.0003501829],"domain_scores_gemma":[0.9969715,0.00002778866,0.001283756,0.001482404,0.0002186469,0.00001588047],"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":[0.00001725157,0.0001950737,0.02298947,0.007694494,0.0004026132,0.00004573523,0.00001400885,0.000002175178,0.0002532316,0.1637825,0.2134133,0.5911902],"study_design_scores_gemma":[0.0001916676,0.00001284706,0.001765942,0.007711275,0.0001232618,0.00003747054,0.00003988796,0.0000381063,0.0001252258,0.0002469371,0.9894552,0.0002521746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1582388,0.02278091,0.00006209137,0.08735754,0.004999578,0.003147907,0.00004558485,0.001256713,0.7221109],"genre_scores_gemma":[0.8415169,0.03968645,0.001013853,0.002069352,0.001157834,0.0005486041,0.0001123442,0.0005106574,0.1133841],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7760419,"threshold_uncertainty_score":0.9463938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813150876438939,"score_gpt":0.2471508415500998,"score_spread":0.2290193327857104,"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."}}