{"id":"W2905397418","doi":"","title":"Buying Decision Strategies on Residential Condominium in Taguig City","year":2017,"lang":"en","type":"article","venue":"Ascendens Asia Journal of Multidisciplinary Research Conference Proceedings","topic":"Smart Parking Systems Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Bedroom; Product (mathematics); Promotion (chess); Business; Socioeconomics; Geography; Marketing; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003906426,0.0001660276,0.0001913483,0.0007301933,0.0006298972,0.0005332093,0.0002967205,0.0002526428,0.001509697],"category_scores_gemma":[0.000577522,0.0001308552,0.0001399218,0.001247258,0.0003341301,0.0002697131,0.0003079376,0.0002190967,0.0001055463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007547752,"about_ca_system_score_gemma":0.0005664452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01138331,"about_ca_topic_score_gemma":0.0436804,"domain_scores_codex":[0.9997782,0.00007702886,0.0000159276,0.00002398433,0.00004271544,0.00006217372],"domain_scores_gemma":[0.9996019,0.0001145219,0.000142838,0.00001276808,0.00005066865,0.00007726844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001284848,0.0004775921,0.916473,0.0001382602,0.00002630832,0.001560068,0.04694134,0.0001790119,0.002276305,0.0004604175,0.0005234589,0.03081567],"study_design_scores_gemma":[0.000006957619,0.0002886895,0.9343098,0.00003730873,0.00001549014,0.0003056275,0.06196272,0.0005637897,0.0003659886,0.00007374494,0.002054668,0.00001510828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995839,0.00002667152,0.00001843216,0.00001810557,7.160857e-7,0.000008300757,0.00001506333,6.0154e-7,0.0003283017],"genre_scores_gemma":[0.9993452,0.00006627756,0.0001547887,0.0000173578,0.00000115383,0.00001068316,0.00004585215,4.561502e-7,0.0003580605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01138331,"threshold_uncertainty_score":0.02263415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1061179678753641,"score_gpt":0.4081176654608589,"score_spread":0.3019996975854948,"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."}}