{"id":"W4392108660","doi":"10.15173/mjc.v1i0.222","title":"Constructivism &amp; Epistemic Community: Theoretical Tools for Understanding the Crafting of Foreign Policy toward Non-State Actors","year":2004,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"International Relations and Foreign Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Constructivism (international relations); Epistemic community; State (computer science); Epistemology; Political science; Sociology; Computer science; International relations; Philosophy; Politics; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.00375193,0.00008811038,0.0001734866,0.000121739,0.001108068,0.0001506245,0.001340938,0.00005795084,0.00002934974],"category_scores_gemma":[0.001527209,0.00005370063,0.0001656772,0.000207811,0.001416411,0.0004145934,0.000159025,0.000487091,0.000002168559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003910096,"about_ca_system_score_gemma":0.0003210487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003139626,"about_ca_topic_score_gemma":0.00007502832,"domain_scores_codex":[0.9982391,0.0006747129,0.000520863,0.00004171927,0.0003407648,0.0001828475],"domain_scores_gemma":[0.995675,0.002839112,0.0006902175,0.0003929514,0.0003560314,0.00004664847],"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":[0.00004982243,0.0000263746,0.0001082568,0.000005859809,0.00005784033,4.736715e-8,0.04101442,0.0003652498,0.0001568514,0.9563392,0.00002058078,0.001855539],"study_design_scores_gemma":[0.0004806957,0.0000543508,0.0004761823,0.0001511295,0.00003490092,0.00001796956,0.0294488,0.00008387677,0.0001608852,0.9684893,0.0005448654,0.00005698542],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.314255,0.0001812129,0.3807752,0.03132855,0.00009156262,0.0007117685,0.00002387395,0.00001585607,0.272617],"genre_scores_gemma":[0.9976029,0.0001478456,0.001802607,0.0002081235,0.0001173668,0.000006300354,0.000003277902,0.00001123178,0.0001003178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6833479,"threshold_uncertainty_score":0.8522475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109153974644516,"score_gpt":0.3642721658561973,"score_spread":0.2551181912116813,"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."}}