{"id":"W7084054732","doi":"10.6084/m9.figshare.c.8008234.v1","title":"‘There has to be some chemistry there’: an interpretive description exploring the experiences, motivations and dynamics of partnered child health research","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"George & Fay Yee Centre for Healthcare Innovation; University of Alberta; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"General partnership; Relevance (law); Dynamics (music); Qualitative research; Theme (computing); Equity (law); Power (physics); Quality (philosophy)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001723211,0.000158523,0.000188268,0.0001601564,0.0003600595,0.0003290756,0.0007062138,0.0001060806,0.003022869],"category_scores_gemma":[0.000390283,0.0001255747,0.00003344598,0.0004108218,0.00007015726,0.0003477526,0.0003173631,0.0003669111,0.0000113008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001124543,"about_ca_system_score_gemma":0.0004809538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001179185,"about_ca_topic_score_gemma":0.000133975,"domain_scores_codex":[0.9987235,0.0001339462,0.0001927416,0.0004346601,0.0002676434,0.0002474741],"domain_scores_gemma":[0.9990379,0.00007678704,0.0001634694,0.0004785756,0.0001562971,0.00008694028],"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":[0.00001637361,0.0001474636,0.0000296926,0.002227122,0.00009169265,0.000004897234,0.06705229,0.00002634467,0.00005773249,0.001749968,0.6784144,0.250182],"study_design_scores_gemma":[0.001221255,0.0009952572,0.001545031,0.1686071,0.00003674446,0.0001559706,0.1200586,0.06526514,0.01096799,0.004532767,0.6236565,0.0029577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006512717,0.03023478,0.05642419,0.03811549,0.004121082,0.008045702,0.1607311,0.003343269,0.6924716],"genre_scores_gemma":[0.5434488,0.0006640176,0.02322319,0.002145217,0.00245925,0.008785893,0.03755105,0.0008266822,0.3808959],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5369361,"threshold_uncertainty_score":0.9978885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1642793728194821,"score_gpt":0.3417675680614594,"score_spread":0.1774881952419773,"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."}}