{"id":"W2751678849","doi":"10.2501/ijmr-2017-040","title":"Dual Roles of Consumers: Towards an Insight into Collaborative Consumption Motives","year":2017,"lang":"en","type":"article","venue":"International Journal of Market Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Chicoutimi","funders":"","keywords":"Consumption (sociology); Dual (grammatical number); Consistency (knowledge bases); Marketing; Disposition; Experiential learning; Business; Interdependence; Process (computing); Perception; Psychology; Social psychology; Sociology; Computer science","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":[0.002765723,0.0000906088,0.0001876857,0.0006277171,0.0002356686,0.0007922413,0.0008923245,0.00006319193,0.001148823],"category_scores_gemma":[0.001491757,0.00007443996,0.00006654937,0.00007837978,0.0003275381,0.003488972,0.0003057547,0.0003009279,0.00003670901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006612032,"about_ca_system_score_gemma":0.0001566273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003570939,"about_ca_topic_score_gemma":0.0003526073,"domain_scores_codex":[0.9985058,0.00004499279,0.0003859784,0.0001300581,0.0007782842,0.0001548504],"domain_scores_gemma":[0.9960647,0.0001832529,0.000669657,0.0001871372,0.002868493,0.00002675006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004895664,0.000674476,0.694061,0.0002270551,0.001150686,0.0003741586,0.002386046,0.00004789781,0.002578821,0.03108461,0.0110035,0.251516],"study_design_scores_gemma":[0.002882456,0.0001684343,0.8412803,0.0005708104,0.00004016901,0.00005165703,0.002302398,0.002686437,0.003528328,0.02867238,0.117532,0.0002846619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488021,0.0001949848,0.00005739636,0.001592193,0.0006833556,0.00009760866,0.000009924075,0.000006032073,0.04855646],"genre_scores_gemma":[0.998298,0.0002317434,0.0002561415,0.00006209951,0.0008913433,0.000002840644,0.000008251517,0.000008821717,0.0002406972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2512314,"threshold_uncertainty_score":0.9997643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08910869411025177,"score_gpt":0.3873351647825566,"score_spread":0.2982264706723049,"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."}}