{"id":"W4379912887","doi":"10.1504/ijbis.2023.131347","title":"Determinants for adoption of new products: an empirical study on smart phone customers in Delhi NCR","year":2023,"lang":"en","type":"article","venue":"International Journal of Business Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Business; Smart phone; New delhi; Empirical research; Mobile phone; Advertising; Marketing; Telecommunications; Computer science; Mathematics; Geography; Statistics","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":[0.0005838968,0.0002068163,0.0003105492,0.0008762659,0.0008222857,0.001311206,0.0005333013,0.0006208937,0.003734015],"category_scores_gemma":[0.00193036,0.0003504598,0.0004569044,0.001738669,0.0004208949,0.0007083744,0.0005426146,0.001340772,0.0006676653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008538585,"about_ca_system_score_gemma":0.0009795695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.029296,"about_ca_topic_score_gemma":0.02704911,"domain_scores_codex":[0.9994034,0.0001195453,0.00004998596,0.00007522195,0.0001820485,0.0001697898],"domain_scores_gemma":[0.9976107,0.001001223,0.0005329098,0.0001307628,0.0003853965,0.0003390328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006256611,0.0007255343,0.9760224,0.00005514126,0.00003099481,0.0008358658,0.01244549,0.00008102148,0.0007557303,0.0001766199,0.0004287717,0.008379936],"study_design_scores_gemma":[0.000004378301,0.0002295235,0.9755189,0.0000252843,0.00002863158,0.0003791186,0.02231457,0.0005422634,0.0001912397,0.00002827454,0.0007255405,0.00001231646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994665,0.0000214365,0.0000205813,0.00004554014,9.64721e-7,0.00001157641,0.0000555669,9.9626e-7,0.0003768707],"genre_scores_gemma":[0.999231,0.0001130171,0.00007801478,0.0000421332,0.000003274696,0.00001352307,0.0001009259,0.000001454095,0.0004167687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.029296,"threshold_uncertainty_score":0.0582509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.158218622162968,"score_gpt":0.4358413738272124,"score_spread":0.2776227516642444,"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."}}