{"id":"W2522788709","doi":"10.1108/ejim-08-2015-0069","title":"Feature fit","year":2016,"lang":"en","type":"article","venue":"European Journal of Innovation Management","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Complementarity (molecular biology); Congruence (geometry); Feature (linguistics); Originality; Product (mathematics); Computer science; Mathematics; Psychology; Social psychology","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":[0.005079071,0.0005779188,0.0005653021,0.001928933,0.001185002,0.003396404,0.001298352,0.00094526,0.03967956],"category_scores_gemma":[0.04615507,0.0002371878,0.001149523,0.00225907,0.001189959,0.003644778,0.003055697,0.001091389,0.004353591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016519,"about_ca_system_score_gemma":0.001295769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001478931,"about_ca_topic_score_gemma":0.001357351,"domain_scores_codex":[0.993619,0.002069494,0.0005871418,0.0009188503,0.002410865,0.0003946709],"domain_scores_gemma":[0.9737195,0.01221576,0.003848644,0.005474587,0.003660605,0.001080907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001085523,0.001235571,0.4589267,0.0009036931,0.0003411086,0.0006879444,0.009543666,0.002279922,0.002484871,0.06553376,0.01158666,0.4453905],"study_design_scores_gemma":[0.0003635421,0.00261715,0.6637393,0.0009940428,0.0004109271,0.003308325,0.01360888,0.009588658,0.003855724,0.160377,0.1409079,0.000228445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7406834,0.0008222832,0.03581251,0.002103421,0.0002285189,0.001192966,0.002751003,0.0002703397,0.2161355],"genre_scores_gemma":[0.9829321,0.0001994988,0.009283241,0.0003615154,0.00004727475,0.0005922295,0.001143254,0.00005664736,0.005384217],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03967956,"threshold_uncertainty_score":0.1327413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04364826043418255,"score_gpt":0.2502456982113159,"score_spread":0.2065974377771334,"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."}}