{"id":"W6941916457","doi":"10.1371/journal.pdig.0000239.s002","title":"First round of mixed model fits for SHC 2.0.","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; Psychological resilience; Phone; Computer-assisted web interviewing; Depression (economics); Longitudinal data","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":[0.04459384,0.006607401,0.005080495,0.004074245,0.0029371,0.004987582,0.00737845,0.00520123,0.1820502],"category_scores_gemma":[0.1379977,0.003533545,0.01319559,0.003608198,0.001368974,0.003855688,0.004460473,0.01027683,0.02434717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002650141,"about_ca_system_score_gemma":0.007935291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04469397,"about_ca_topic_score_gemma":0.04320673,"domain_scores_codex":[0.9752828,0.01825601,0.001285337,0.003067719,0.001243634,0.0008645664],"domain_scores_gemma":[0.903662,0.08357586,0.001822344,0.005222826,0.005159746,0.0005572826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.009210178,0.002480088,0.0358032,0.009310398,0.0241175,0.002356209,0.006231393,0.1068975,0.003390837,0.08313869,0.4145194,0.3025446],"study_design_scores_gemma":[0.00368854,0.003642606,0.01549601,0.001902041,0.005774396,0.0007799618,0.003080535,0.6541914,0.003161825,0.05750486,0.2500206,0.0007573107],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03433244,0.001808291,0.8106886,0.003239601,0.003841133,0.01339696,0.07892257,0.04195435,0.01181603],"genre_scores_gemma":[0.08405218,0.0005089652,0.810648,0.001408041,0.0004420368,0.05081721,0.02541996,0.010275,0.01642865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1820502,"threshold_uncertainty_score":0.6090184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05274951064969879,"score_gpt":0.2434356776830557,"score_spread":0.1906861670333569,"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."}}