{"id":"W4411330231","doi":"10.1007/978-3-031-89775-7_3","title":"Towards a Synthesis Between the Hessen-Grossmann Thesis and Dependency Theory","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Critical Realism in Sociology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Dependency (UML); Computer science; Software engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002926573,0.0005341073,0.0006404434,0.002251132,0.001478183,0.003996179,0.001074268,0.001758749,0.0102604],"category_scores_gemma":[0.004851967,0.0003284731,0.0004753384,0.002605604,0.01029423,0.00659142,0.002514443,0.003101759,0.001225911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00407258,"about_ca_system_score_gemma":0.002225771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002446187,"about_ca_topic_score_gemma":0.003039918,"domain_scores_codex":[0.9986381,0.0008741702,0.00002931695,0.0001270447,0.0002487002,0.00008274129],"domain_scores_gemma":[0.9966562,0.002755552,0.0001291654,0.0002095227,0.0001627466,0.00008680313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[8.833088e-7,0.000001202048,0.000008109985,0.00000932393,6.774682e-7,0.00000365869,0.0000859688,0.00009995484,0.000005627189,0.9976373,0.00110765,0.001039686],"study_design_scores_gemma":[0.000001064873,8.709608e-7,0.00002772607,0.00002397476,8.488441e-7,0.000005567219,0.00006269635,0.0002256773,0.00001612942,0.9837568,0.01587734,0.000001413685],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01074558,0.02896198,0.2080545,0.07402797,0.001715697,0.000040477,0.0002380581,0.00008636172,0.6761295],"genre_scores_gemma":[0.7966252,0.03009537,0.05675649,0.0115836,0.003893882,0.0002457382,0.0002811108,0.0004124538,0.1001063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0102604,"threshold_uncertainty_score":0.03432447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03666916121163426,"score_gpt":0.3365883542830829,"score_spread":0.2999191930714486,"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."}}