{"id":"W2739916508","doi":"10.5539/ijms.v9n4p111","title":"A Consideration on Factors of Collecting Buying Behavior","year":2017,"lang":"en","type":"article","venue":"International Journal of Marketing Studies","topic":"Art History and Market Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Possession (linguistics); Hoarding (animal behavior); Variety (cybernetics); Value (mathematics); Meaning (existential); Function (biology); Marketing; Psychology; Process (computing); Advertising; Social psychology; Computer science; Business; Feeding behavior; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001435503,0.00008921173,0.0002434738,0.0001927275,0.0007995056,0.0001337349,0.0002480215,0.00001631581,0.0002565489],"category_scores_gemma":[0.00515266,0.00006961608,0.0001696141,0.000007407189,0.0002343894,0.000277102,0.00006941899,0.0001139313,0.000001517991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008290113,"about_ca_system_score_gemma":0.00003367468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003580645,"about_ca_topic_score_gemma":0.0002540566,"domain_scores_codex":[0.9989285,0.0001219904,0.000441401,0.0000756677,0.000357978,0.00007449842],"domain_scores_gemma":[0.9966072,0.0009350819,0.001224397,0.00009061455,0.001122272,0.00002039554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006613202,0.00148557,0.4553871,0.0002963643,0.01603081,0.0006683869,0.3279304,0.0003550366,0.003589839,0.03430524,0.06989454,0.08344346],"study_design_scores_gemma":[0.007854902,0.002368687,0.3647538,0.007266923,0.00338189,0.0001890113,0.3171856,0.0005463383,0.009377997,0.005025644,0.2800612,0.001988028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698866,0.0002355126,0.000009286221,0.0004387565,0.002231245,0.00003806941,0.000006680754,0.000006002471,0.02714783],"genre_scores_gemma":[0.9968562,0.000104342,0.0001129116,0.00003884026,0.0005790642,0.000001711307,6.700305e-7,0.000006542003,0.002299692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2101667,"threshold_uncertainty_score":0.6168588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1481010758460155,"score_gpt":0.3668058664684878,"score_spread":0.2187047906224723,"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."}}