{"id":"W1996108434","doi":"10.3390/h3040740","title":"Humanities’ Metaphysical Underpinnings of Late Frontier Scientific Research","year":2014,"lang":"en","type":"article","venue":"Humanities","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber Polytechnic","funders":"","keywords":"Epistemology; Metaphysics; Humanism; Frontier; Scientific modelling; Narrative; Sociology; Philosophy; History","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01644838,0.0005194625,0.0006406753,0.003547619,0.005021424,0.008607755,0.002036925,0.004056177,0.005335699],"category_scores_gemma":[0.01134314,0.0004313777,0.0005458133,0.001861671,0.09212022,0.01163635,0.005110523,0.007794921,0.0005842327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007850108,"about_ca_system_score_gemma":0.00614028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003947881,"about_ca_topic_score_gemma":0.00241954,"domain_scores_codex":[0.9929958,0.004028996,0.0002524885,0.001008222,0.001245521,0.0004689682],"domain_scores_gemma":[0.9908559,0.005368401,0.0006263171,0.001879157,0.0008438144,0.0004263833],"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":[0.000001408584,0.000002415645,0.00002020449,0.000009914481,8.064757e-7,0.000004375778,0.0007435152,0.00007827701,0.00001768032,0.9985171,0.0001294759,0.0004748074],"study_design_scores_gemma":[0.000003969699,0.000003388993,0.00008125359,0.00003136057,0.00000103449,0.0000118904,0.0003854217,0.0002485898,0.00005170179,0.9861887,0.01298933,0.000003332903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04248934,0.01900228,0.1953528,0.1311931,0.00125502,0.0001704628,0.0002994043,0.0002591665,0.6099784],"genre_scores_gemma":[0.9490125,0.004703558,0.02778125,0.004127792,0.001044294,0.0003230116,0.00009093712,0.0001051166,0.01281151],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9949785,"threshold_uncertainty_score":0.08698839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2537661821276488,"score_gpt":0.3009129257723391,"score_spread":0.04714674364469035,"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."}}