{"id":"W7108328946","doi":"10.6084/m9.figshare.30759755.v1","title":"Additional file 1 of Applications of social marketing for implementation science: a scoping review","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; University of Toronto","funders":"","keywords":"Set (abstract data type); Key (lock); Selection (genetic algorithm)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004209722,0.0001252091,0.0002462137,0.0003927099,0.00047485,0.00009076177,0.0003202849,0.00004890077,0.9871163],"category_scores_gemma":[0.004175533,0.0001481093,0.0001040811,0.003338517,0.00002899504,0.0008049401,0.00020486,0.00006184109,0.0001762048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003561265,"about_ca_system_score_gemma":0.0006773944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004978073,"about_ca_topic_score_gemma":0.00001018003,"domain_scores_codex":[0.9984769,0.00001187489,0.0007004082,0.0003065211,0.0002969205,0.0002074143],"domain_scores_gemma":[0.995259,0.0007014723,0.001154478,0.0001750705,0.002704927,0.000005062986],"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":[0.000008862701,0.0000230491,0.00000144502,0.08511379,0.0000143304,1.576957e-8,0.000009018061,1.785234e-7,0.00002454948,0.0004016844,0.8769502,0.0374529],"study_design_scores_gemma":[0.0001559644,0.000004226848,0.001036279,0.2571324,0.00005303742,6.925158e-8,0.0001855721,0.00007744852,0.0001249154,0.0002613729,0.7408556,0.0001130366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001588001,0.001296631,0.000006989812,0.000973403,0.00003935166,0.002345353,0.9884745,0.00001523382,0.00684699],"genre_scores_gemma":[0.0002016728,0.000016,0.0003363996,0.00257263,0.0005631102,0.006127592,0.9899907,0.00001043321,0.0001814302],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.98694,"threshold_uncertainty_score":0.6039724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04923717677579051,"score_gpt":0.3721004755246009,"score_spread":0.3228632987488104,"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."}}