{"id":"W6941508551","doi":"10.1371/journal.pdig.0000239.s001","title":"Smart Healthy Campus 2.0 App Questions.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Association (psychology); Longitudinal study; Phone; Depression (economics); Computer-assisted web interviewing; Psychological resilience; Digital health; Stressor","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":[0.001230099,0.0007674851,0.0005288737,0.001209996,0.0007857569,0.0008058628,0.0007665082,0.0008164491,0.1359035],"category_scores_gemma":[0.004120003,0.0004209374,0.0004776184,0.0008652127,0.0002176949,0.0008821574,0.001293214,0.0004549332,0.05660274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001632384,"about_ca_system_score_gemma":0.00288217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1787375,"about_ca_topic_score_gemma":0.4642289,"domain_scores_codex":[0.9994253,0.00009313161,0.00007429377,0.0000730792,0.0002049295,0.0001292065],"domain_scores_gemma":[0.9971899,0.0005810522,0.0001754909,0.0001671789,0.001598355,0.0002880021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008127412,0.0001362483,0.01648034,0.001065054,0.00001964167,0.0001151141,0.001211478,0.00007521381,0.0009497043,0.0004965599,0.8609175,0.1177205],"study_design_scores_gemma":[0.0003711992,0.0002247259,0.1225786,0.0005006684,0.00005270333,0.0001630792,0.001369995,0.0005585956,0.001579689,0.0007669353,0.8717017,0.0001321397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03840193,0.001206012,0.004210661,0.002608199,0.0005994272,0.006953288,0.7852981,0.01400704,0.1467153],"genre_scores_gemma":[0.1484877,0.001590444,0.03814619,0.006310564,0.000376976,0.02193569,0.4611662,0.003768136,0.318218],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1787375,"threshold_uncertainty_score":0.4546424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02255447947352626,"score_gpt":0.2464490357572756,"score_spread":0.2238945562837494,"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."}}