{"id":"W4245897144","doi":"10.22215/etd/2013-07402","title":"Effect of early feedback on new product performance","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; University of Ottawa; Library and Archives Canada","funders":"","keywords":"Product (mathematics); Computer science; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002621022,0.000318751,0.0003505211,0.0003503071,0.00007878987,0.0001512851,0.0002607739,0.0001239251,0.001061658],"category_scores_gemma":[0.0001012412,0.0002446458,0.00007467336,0.0004338762,0.0000104779,0.0008814583,0.00002767568,0.000164389,0.002825795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002087462,"about_ca_system_score_gemma":0.00005744717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002643201,"about_ca_topic_score_gemma":0.00001891643,"domain_scores_codex":[0.9987061,0.00000782173,0.0003247649,0.0003867102,0.0003593609,0.0002152508],"domain_scores_gemma":[0.9990882,0.00001689469,0.0004018203,0.0002852517,0.0001978662,0.00001000867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002084344,0.0001321059,0.02865584,0.008371726,0.000195252,0.000001490807,0.0003127882,0.00006366885,0.002959595,0.004031804,0.2699314,0.68326],"study_design_scores_gemma":[0.005140066,0.0007995024,0.5632624,0.003002873,0.000878286,0.000001100781,0.0001671779,0.0009636065,0.3142259,0.0006815628,0.1074599,0.003417661],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8369071,0.00005629224,0.000001821796,0.00006900583,0.001226446,0.0007012097,1.975565e-7,0.000104175,0.1609338],"genre_scores_gemma":[0.807849,0.00002415052,0.00004253916,0.0001125673,0.001689188,0.00003883445,0.0007713683,0.00005674374,0.1894156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6798424,"threshold_uncertainty_score":0.9998515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006689138616295397,"score_gpt":0.2087670152369487,"score_spread":0.2020778766206533,"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."}}