{"id":"W7092208353","doi":"10.6084/m9.figshare.30370714.v2","title":"Supplementary Material 5. Primary Emerging Themes and Characteristics from Content Analysis","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Content analysis; Intervention (counseling); Primary (astronomy); Qualitative analysis; Qualitative research; Sample (material)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002792494,0.0002643292,0.0003457207,0.0001074776,0.0001579083,0.0001351694,0.0001615982,0.0002323711,0.172776],"category_scores_gemma":[0.00007625588,0.0002649056,0.0001769907,0.0001778224,0.0000184146,0.000006564473,0.0004096329,0.0001133278,0.0000179747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002918082,"about_ca_system_score_gemma":0.00006696267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008070923,"about_ca_topic_score_gemma":0.00004538227,"domain_scores_codex":[0.998695,0.00005506625,0.0003475795,0.0005387362,0.0001107213,0.0002528928],"domain_scores_gemma":[0.9992778,0.00001890657,0.0001551179,0.0003797597,0.00009539035,0.00007303189],"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":[0.001333809,0.0001641675,0.02003876,0.001017257,0.01094555,0.00003965896,0.0003348569,0.000004784218,0.3308443,0.00002868824,0.5315628,0.1036854],"study_design_scores_gemma":[0.0006737598,0.0001142446,0.1252139,0.000311687,0.001285514,0.000001799977,0.000239556,0.0001364383,0.03296227,0.00002648565,0.83864,0.0003943557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.223439,0.001069926,0.00001235114,0.0002263794,0.0004687337,0.0002121732,0.7738974,0.000008663616,0.0006654214],"genre_scores_gemma":[0.508656,0.0001288813,0.00007667667,0.0007469286,0.0003760395,0.0000186926,0.4895775,0.00001303524,0.0004062926],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.3070772,"threshold_uncertainty_score":0.9999803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420481433977139,"score_gpt":0.2316178903387909,"score_spread":0.2174130759990195,"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."}}