{"id":"W4248064772","doi":"10.1007/978-1-4939-7131-2_101208","title":"Social Structural Analysis","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology","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":[0.0008703599,0.000617735,0.0005215438,0.001619451,0.001004603,0.001609582,0.00062235,0.0008155137,0.04063202],"category_scores_gemma":[0.002957429,0.0002739235,0.0005389089,0.002142941,0.00208983,0.001709202,0.001013084,0.001385381,0.005388803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002113227,"about_ca_system_score_gemma":0.001203298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004071502,"about_ca_topic_score_gemma":0.005635628,"domain_scores_codex":[0.999504,0.0002403307,0.00001171892,0.00008965152,0.0001150341,0.00003933876],"domain_scores_gemma":[0.9991676,0.0004646897,0.00004196608,0.000178774,0.0001206229,0.00002646667],"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":[0.000001936438,0.000007398701,0.0001711052,0.00002791831,0.000008211388,0.000009255709,0.0001518882,0.00168594,0.00002846876,0.9525075,0.01915175,0.02624854],"study_design_scores_gemma":[0.00000137251,0.00000232882,0.0003013004,0.00003771336,0.000005091993,0.00001530725,0.0001371184,0.003262864,0.00004983897,0.9315206,0.06466371,0.000002727037],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009176777,0.008968133,0.2760408,0.0155167,0.0009639547,0.0000964407,0.001559304,0.0004234942,0.6872545],"genre_scores_gemma":[0.5284299,0.01250221,0.06889331,0.001346728,0.001584471,0.0003428694,0.002214879,0.0007277405,0.3839579],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04063202,"threshold_uncertainty_score":0.1359276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155915961587018,"score_gpt":0.408461426623924,"score_spread":0.2928698304652221,"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."}}