{"id":"W3088762118","doi":"10.15353/jirr.v2.1581","title":"Values as the Bridge over Troubled Disciplinary Waters","year":2019,"lang":"en","type":"article","venue":"Journal of integrative research & reflection","topic":"Religion, Theology, and Education","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Discipline; Oceanography; Geology; Forensic engineering; Environmental science; Engineering; Political science; Law; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002351638,0.0001163216,0.0001951267,0.0003558947,0.0005641493,0.000253027,0.0002508478,0.00005282572,0.001008994],"category_scores_gemma":[0.0002175342,0.0000533368,0.0001673948,0.0001331558,0.0004103373,0.0005381555,0.00003871317,0.0008255669,0.0002517505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002765011,"about_ca_system_score_gemma":0.0002205972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007521147,"about_ca_topic_score_gemma":0.000186964,"domain_scores_codex":[0.9980518,0.0006831674,0.0003326672,0.0001324402,0.0005313873,0.0002686028],"domain_scores_gemma":[0.9980417,0.0003980844,0.0002005616,0.0001620749,0.001130448,0.00006716826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001967551,0.0003649943,0.002378875,0.00004613524,0.0003735653,0.00001143335,0.6317474,0.00003897522,0.009768941,0.1465767,0.2032573,0.003468212],"study_design_scores_gemma":[0.00145518,0.007545801,0.02326536,0.0005691038,0.00007435899,0.0002435703,0.3696671,0.0002256911,0.008701586,0.3882418,0.1996604,0.0003500835],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9347196,0.0003260511,0.00004364826,0.004916507,0.001921918,0.0002156972,0.000001310616,0.000009830407,0.05784547],"genre_scores_gemma":[0.9674827,0.0005554137,0.00001370597,0.00009371201,0.001610915,0.000009023939,0.000003199164,0.00001311523,0.03021817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2620803,"threshold_uncertainty_score":0.9999042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1045965949306932,"score_gpt":0.4313262144509121,"score_spread":0.326729619520219,"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."}}