{"id":"W4233762150","doi":"10.1007/978-1-4614-6170-8_100608","title":"Relational View","year":2014,"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":"University of Calgary","funders":"","keywords":"Computer science","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":["insufficient_payload"],"category_scores_codex":[0.0004705659,0.00009568535,0.0001910793,0.00002582844,0.000184478,0.00001341913,0.000150558,0.0005757646,0.03048563],"category_scores_gemma":[0.0004217564,0.00009083784,0.0001050205,0.000008085851,0.000800648,0.00001888599,0.00003486006,0.0002499026,0.003098216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009685862,"about_ca_system_score_gemma":0.0001494343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001794394,"about_ca_topic_score_gemma":0.000480339,"domain_scores_codex":[0.9991164,0.00004932149,0.0001647768,0.0001820868,0.000315166,0.0001722967],"domain_scores_gemma":[0.998797,0.0008256843,0.00004354669,0.0001278809,0.00009851831,0.0001073487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[4.394303e-7,8.672671e-7,0.000002525607,0.000003330974,0.000006240132,0.000001173284,0.0002875911,4.718954e-8,6.855145e-8,0.9625563,0.03103103,0.006110365],"study_design_scores_gemma":[0.0000149599,0.000004058667,0.000004886741,0.00001087311,0.000007775009,1.986812e-7,0.00002091356,4.13205e-7,2.203089e-8,0.4085941,0.5912764,0.00006536262],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[6.061397e-7,0.0002447233,0.00104057,0.006003702,0.0003882241,0.00009607527,0.000006166667,0.00008267651,0.9921373],"genre_scores_gemma":[0.001162373,0.0003892823,0.000493553,0.001563539,0.001035839,0.000003122621,0.00002266956,0.00001563088,0.995314],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5602454,"threshold_uncertainty_score":0.997678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0956943416676441,"score_gpt":0.3664097921078435,"score_spread":0.2707154504401994,"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."}}