{"id":"W2997252586","doi":"10.1177/1461444820914869","title":"The commodification of time and memory: Online communities and the dynamics of commercially produced nostalgia","year":2020,"lang":"en","type":"article","venue":"New Media & Society","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Commodification; Dynamics (music); Politics; Identification (biology); Sociology; Work (physics); Aesthetics; Economics; Political science; Art; Law; Economy; Engineering","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":[0.002338116,0.0002341821,0.000216155,0.002344445,0.004702062,0.009130476,0.0008339254,0.001279838,0.005991787],"category_scores_gemma":[0.00828076,0.0002290457,0.0001982849,0.001840731,0.02240725,0.01373725,0.006850098,0.001488689,0.0002960212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001864356,"about_ca_system_score_gemma":0.001604345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002549074,"about_ca_topic_score_gemma":0.004410526,"domain_scores_codex":[0.9984645,0.0009498073,0.00003764255,0.0001544586,0.0002118176,0.0001818403],"domain_scores_gemma":[0.9923664,0.004893522,0.001163514,0.0007930541,0.0002747969,0.0005087832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001125887,0.00007076507,0.009974784,0.0001673809,0.00001778726,0.0005851982,0.3939643,0.0002684612,0.001372779,0.5451832,0.001163443,0.04711941],"study_design_scores_gemma":[0.00003770169,0.0001240456,0.02932939,0.0006557779,0.00003846796,0.00140671,0.4366739,0.001349431,0.001312128,0.3887927,0.1401995,0.00008034119],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7030033,0.003908407,0.01106075,0.009580522,0.0001334615,0.00003937996,0.00006511415,0.00005442728,0.2721546],"genre_scores_gemma":[0.9964508,0.0004803276,0.0006589595,0.0001224877,0.00004639422,0.00001156612,0.000008383272,0.00001531891,0.002205756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009130476,"threshold_uncertainty_score":0.02004451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04214052984516319,"score_gpt":0.2865083076437422,"score_spread":0.244367777798579,"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."}}