{"id":"W3164334090","doi":"10.1051/e3sconf/202125807039","title":"Autotraining using sustainable digital technologies: myth or reality","year":2021,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Plan (archaeology); Field (mathematics); Quarter (Canadian coin); Applied psychology; Psychology; Computer science; Medical education; Multimedia; Psychotherapist; Medicine; Mathematics","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":[0.003555659,0.0003335035,0.0003395841,0.0009637732,0.001664983,0.006332974,0.0007790505,0.002468101,0.00396176],"category_scores_gemma":[0.004580551,0.0001482662,0.0003694679,0.0007385249,0.008719966,0.0107182,0.002549565,0.002284402,0.000515456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139595,"about_ca_system_score_gemma":0.001428476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003683299,"about_ca_topic_score_gemma":0.0006509707,"domain_scores_codex":[0.997701,0.001308918,0.0000903768,0.0002263823,0.000503126,0.0001702009],"domain_scores_gemma":[0.9964272,0.002416957,0.0002778996,0.0003492447,0.0003585378,0.0001701235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001381087,0.0002492176,0.01171152,0.003692221,0.00006293545,0.0007175315,0.07208732,0.000379895,0.002539449,0.6007727,0.03349333,0.2741559],"study_design_scores_gemma":[0.00002353316,0.0005238703,0.009149556,0.006268475,0.00006632905,0.002295595,0.1856695,0.0008369379,0.001496093,0.1502849,0.6432992,0.0000861372],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2014139,0.118204,0.03082103,0.3797319,0.006445764,0.0001958481,0.0003920114,0.0002250308,0.2625706],"genre_scores_gemma":[0.880913,0.05079151,0.0150211,0.02892887,0.002100964,0.0003369839,0.0001544024,0.00008155523,0.02167156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006332974,"threshold_uncertainty_score":0.01880431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259725936063574,"score_gpt":0.4201091783152511,"score_spread":0.2941365847088937,"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."}}