{"id":"W4214570335","doi":"10.2196/preprints.32613","title":"Persuasive Technologies and Social Interactions in Professional Environments: Embedded Qualitative Case Study (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; University of Calgary; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Context (archaeology); Preprint; Psychology; Affect (linguistics); Persuasive technology; Qualitative research; Health care; Applied psychology; Social psychology; Computer science; World Wide Web; Sociology; Political science; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01361122,0.0006120945,0.0006149309,0.001488786,0.00994534,0.003296826,0.002191426,0.00250131,0.003543985],"category_scores_gemma":[0.01710962,0.0006197101,0.0005675725,0.001702559,0.00628997,0.003103334,0.004372085,0.001986203,0.0004596338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006255548,"about_ca_system_score_gemma":0.005290892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01140064,"about_ca_topic_score_gemma":0.02301876,"domain_scores_codex":[0.9880146,0.009197528,0.0003655807,0.0006873684,0.0008229698,0.0009118919],"domain_scores_gemma":[0.9739407,0.02131626,0.001396031,0.0007270728,0.001215931,0.001403965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006648179,0.0003363312,0.003895021,0.000336882,0.000009454101,0.002425733,0.9796183,0.0001452018,0.0006701626,0.002117666,0.0009863488,0.009392506],"study_design_scores_gemma":[0.00002815667,0.0002335894,0.003069459,0.0004161434,0.00001512076,0.0008049103,0.9783991,0.0003815349,0.0008613467,0.000747128,0.01501269,0.00003086088],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838653,0.0007328879,0.006355938,0.00185901,0.00008218886,0.001414005,0.000253476,0.00002824289,0.005408816],"genre_scores_gemma":[0.9873759,0.0007392208,0.005878378,0.0006874995,0.0000337589,0.00153576,0.0000741443,0.00002378382,0.003651544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01361122,"threshold_uncertainty_score":0.07198381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1662952442622503,"score_gpt":0.5330426923097635,"score_spread":0.3667474480475132,"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."}}