{"id":"W4412249950","doi":"","title":"Plastics Research and Innovation for Museums and Industry:Extreme User Innovation","year":2013,"lang":"en","type":"book","venue":"Ministry of Culture Research Portal","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Association of Thoracic Surgeons","funders":"","keywords":"Business; User innovation; Marketing","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":[0.001081829,0.0004267105,0.0002494993,0.001211997,0.0011341,0.00571424,0.0009022434,0.00155549,0.03458465],"category_scores_gemma":[0.0007784702,0.0002633161,0.0003595625,0.002426009,0.00156332,0.004737043,0.003573359,0.001978151,0.008957494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001885062,"about_ca_system_score_gemma":0.002718329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003513219,"about_ca_topic_score_gemma":0.0110587,"domain_scores_codex":[0.9991996,0.00008728114,0.00002223093,0.00004634198,0.0005640705,0.00008044489],"domain_scores_gemma":[0.9995695,0.0001086724,0.00002192525,0.00006710956,0.0001254493,0.0001073864],"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":[0.00002817558,0.00006829857,0.0002144007,0.0002218935,0.000003320165,0.00008702542,0.0007242578,0.0002679274,0.001075467,0.1563807,0.4134029,0.4275256],"study_design_scores_gemma":[0.000003248773,0.00001357998,0.000561692,0.0001217031,0.000001921623,0.0002359256,0.0002473237,0.000208395,0.0006977125,0.01395439,0.9839462,0.000007872472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003448571,0.0179653,0.008484717,0.006303283,0.001185009,0.00006012376,0.0002252712,0.0005699652,0.9617578],"genre_scores_gemma":[0.02395055,0.01553825,0.007011726,0.001141108,0.0003645729,0.00006752242,0.0003485343,0.0003924907,0.9511852],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03458465,"threshold_uncertainty_score":0.1156971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3281464605374266,"score_gpt":0.4191963524864566,"score_spread":0.09104989194902996,"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."}}