{"id":"W4226302176","doi":"10.5267/j.ijdns.2022.3.004","title":"The impact of SNS marketing use on women entrepreneurs in the new normal era","year":2022,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marketing; Structural equation modeling; Business; Nonprobability sampling; Mediation; Marketing management; Sample (material); Relationship marketing; Marketing research; Population; Simple random sample; Mathematics; Statistics; Sociology","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":[0.01001344,0.00004396253,0.00006272834,0.00008050924,0.0005054562,0.0004129205,0.002102691,0.00000715802,0.00005997196],"category_scores_gemma":[0.001546452,0.00002544895,0.00002594499,0.0004403102,0.0002411554,0.001007108,0.0005010461,0.0001666786,2.461106e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385808,"about_ca_system_score_gemma":0.0006322495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001998425,"about_ca_topic_score_gemma":0.00007318523,"domain_scores_codex":[0.9981586,0.000248113,0.0002402601,0.0001056645,0.001029887,0.000217481],"domain_scores_gemma":[0.9977303,0.001738299,0.0002582658,0.0001212442,0.0000894114,0.00006252647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009292045,0.00008449578,0.6839646,7.893827e-7,0.00005194015,0.00003792521,0.01565591,0.003691708,0.00003784131,0.002490451,0.02481361,0.2682415],"study_design_scores_gemma":[0.0005304856,0.0001795808,0.921535,0.00007470511,0.000004460549,0.00005943336,0.01280646,0.001499719,0.00000456316,0.002524532,0.06065774,0.0001233032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933555,0.00008702476,0.00001320757,0.001875405,0.0004853198,0.00004442458,0.00001058194,0.000001546439,0.004126987],"genre_scores_gemma":[0.9991266,0.0002381346,0.0001148085,0.0001417591,0.0002640088,6.979188e-7,0.000001764322,0.000001484329,0.000110759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2681182,"threshold_uncertainty_score":0.3981802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03529735450223713,"score_gpt":0.3390468648172912,"score_spread":0.3037495103150541,"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."}}