{"id":"W2027954017","doi":"10.1016/j.technovation.2008.06.004","title":"NASA pressure-relieving foam technology is keeping the leading innerspring mattress firms awake at night","year":2008,"lang":"en","type":"article","venue":"Technovation","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kimberly-Clark (Canada)","funders":"Worcester Polytechnic Institute; Massachusetts Institute of Technology; U.S. Department of Veterans Affairs","keywords":"Mainstream; Competitor analysis; Profit (economics); Marketing; Business; Disruptive innovation; Industrial organization; Core competency; Economics; Microeconomics","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":[],"category_scores_codex":[0.0004799179,0.0002388493,0.0002132927,0.001035598,0.001117075,0.0001052338,0.0005184562,0.0001700701,0.0001485178],"category_scores_gemma":[0.0001522561,0.0002013995,0.0000719622,0.003130654,0.0001406668,0.0005469387,0.0006269898,0.0002980891,0.0009352273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001096425,"about_ca_system_score_gemma":0.00001179712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002958077,"about_ca_topic_score_gemma":0.00002624335,"domain_scores_codex":[0.9983728,0.000001977402,0.000476861,0.0004000101,0.0003552756,0.0003930865],"domain_scores_gemma":[0.9986662,0.0000217674,0.0003936283,0.0005411211,0.0003715742,0.000005654562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000111795,0.00005957624,0.03055286,0.0001992255,0.00008028268,0.00000980302,0.0002077894,0.00004829997,0.006153268,0.9246416,0.02824511,0.009790972],"study_design_scores_gemma":[0.001001951,0.00001405015,0.004222169,0.0003093954,0.0001178279,0.00001911881,0.0008210148,0.01589849,0.010007,0.02741858,0.9393172,0.0008531807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.706296,0.0004793599,0.005594651,0.009765235,0.001030133,0.00111284,0.000001798304,0.002320113,0.2733999],"genre_scores_gemma":[0.9884451,0.00001822998,0.0003565352,0.003553117,0.0004956872,0.00008761109,0.00001948878,0.00004514973,0.006979065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9110721,"threshold_uncertainty_score":0.9998426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02377891323694289,"score_gpt":0.2251009849314341,"score_spread":0.2013220716944912,"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."}}