{"id":"W2736728419","doi":"10.1007/978-3-319-57156-0_1","title":"Multiple Paths to Knowledge","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"International Relations and Foreign Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"International relations; International relations theory; Politics; Political science; Constructivism (international relations); Institutionalism; State (computer science); Metatheory; Realism; Sociology; Epistemology; Law","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":[0.002633875,0.0009261315,0.0005573499,0.002912055,0.005359896,0.01886827,0.001579097,0.004267912,0.0379624],"category_scores_gemma":[0.006298232,0.00064373,0.0006298987,0.003738829,0.02136036,0.03161379,0.01083507,0.006687312,0.00725246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008129552,"about_ca_system_score_gemma":0.007118445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002604956,"about_ca_topic_score_gemma":0.003818473,"domain_scores_codex":[0.9970636,0.001216553,0.00009180824,0.0004988444,0.0008531919,0.0002760689],"domain_scores_gemma":[0.9971079,0.001484676,0.0001506205,0.000564796,0.0004033352,0.0002886691],"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":[0.000002381734,0.000003989551,0.00002152167,0.00001839323,0.000002061853,0.00001553939,0.0007367186,0.00007489356,0.00001199268,0.990153,0.002872777,0.006086702],"study_design_scores_gemma":[0.000001940177,0.000002159229,0.00002338979,0.00008608698,0.000002031866,0.00002985451,0.0006115899,0.000137157,0.00003576323,0.9194473,0.07961969,0.000002962065],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002670341,0.004391554,0.01716691,0.01315546,0.0004032903,0.00003687408,0.0000744538,0.00006612604,0.9620349],"genre_scores_gemma":[0.4239996,0.0170055,0.03091817,0.004030464,0.0008913813,0.000450158,0.000375502,0.0003706838,0.5219585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0379624,"threshold_uncertainty_score":0.1269969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05527184517374186,"score_gpt":0.36323947387676,"score_spread":0.3079676287030182,"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."}}