{"id":"W4244788442","doi":"10.1086/687991","title":"Preface","year":2016,"lang":"en","type":"article","venue":"Philosophy of Science","topic":"International Law and Human Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Content (measure theory); Computer science; Epistemology; Philosophy; Mathematics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004872805,0.00003109602,0.00004503574,0.00007137771,0.0004050846,0.00001576494,0.0004970381,0.00001387843,0.000308432],"category_scores_gemma":[0.0001076068,0.00001878177,0.0000235922,0.0001053818,0.003938207,0.0004316183,0.00003015684,0.00001620306,0.0001041971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004909392,"about_ca_system_score_gemma":0.0001802054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000948126,"about_ca_topic_score_gemma":0.00002633538,"domain_scores_codex":[0.9990475,0.00001441207,0.00008097242,0.0001297381,0.0005798872,0.0001475373],"domain_scores_gemma":[0.9995525,0.00005100357,0.00004806625,0.00009171488,0.0001904684,0.0000662422],"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":[0.000001995361,0.00001110345,0.0001453295,8.206596e-7,7.444564e-7,2.375452e-7,0.0006548265,9.92625e-8,0.004964674,0.9937556,0.00002482021,0.0004397181],"study_design_scores_gemma":[0.00006412985,0.00001724947,0.00208995,0.00002391551,9.020022e-7,1.566776e-7,0.00001128708,8.321257e-7,0.007519346,0.9808604,0.009368151,0.00004364691],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4030353,0.000008316157,0.00009998383,0.005752144,0.0002553987,0.00005173047,0.000003112794,0.00002172184,0.5907723],"genre_scores_gemma":[0.9945884,0.000003902363,0.0002297527,0.00006257596,0.000192889,0.000001437682,3.527109e-8,0.000001389906,0.004919631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5915531,"threshold_uncertainty_score":0.9987725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03748861507767242,"score_gpt":0.3191159227882159,"score_spread":0.2816273077105435,"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."}}